[{"conference":{"name":"Hawaii International Conference on System Sciences","start_date":"2024-01-03","location":"Hawaii","end_date":"2024-01-06"},"_id":"48632","date_updated":"2023-11-06T15:40:33Z","type":"conference","citation":{"ieee":"C. Koldewey et al., “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.","short":"C. Koldewey, T. Fichtler, M. Scholtysik, J. Biehler, N. Schreiner, F. Sommer, M. Schacht, J. Kaufmann, M. Rabe, J. Sedlmeier, R. Dumitrescu, in: 2024.","bibtex":"@inproceedings{Koldewey_Fichtler_Scholtysik_Biehler_Schreiner_Sommer_Schacht_Kaufmann_Rabe_Sedlmeier_et al._2024, title={Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice}, author={Koldewey, Christian and Fichtler, Timm and Scholtysik, Michel and Biehler, Jan and Schreiner, Nick and Sommer, Franziska and Schacht, Maximilian and Kaufmann, Jonas and Rabe, Martin and Sedlmeier, Joachim and et al.}, year={2024} }","mla":"Koldewey, Christian, et al. Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. 2024.","chicago":"Koldewey, Christian, Timm Fichtler, Michel Scholtysik, Jan Biehler, Nick Schreiner, Franziska Sommer, Maximilian Schacht, et al. “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” 2024.","apa":"Koldewey, C., Fichtler, T., Scholtysik, M., Biehler, J., Schreiner, N., Sommer, F., Schacht, M., Kaufmann, J., Rabe, M., Sedlmeier, J., & Dumitrescu, R. (2024). Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. Hawaii International Conference on System Sciences, Hawaii.","ama":"Koldewey C, Fichtler T, Scholtysik M, et al. Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. In: ; 2024."},"year":"2024","language":[{"iso":"eng"}],"abstract":[{"text":"Digital Servitization is one of the significant trends affecting the manufacturing industry. Companies try to tackle challenges regarding their differentiation and profitability using digital services. One specific type of digital services are smart services, which are digital services built on data from smart products. Introducing these kinds of offerings into the portfolio of manufacturing companies is not trivial. Moreover, they require conscious action to align all relevant capabilities to realize the respective business goals. However, what capabilities are generally relevant for smart services remains opaque. We conducted a systematic literature review to identify them and extended the results through an interview study. Our analysis results in 78 capabilities clustered among 12 principles and six dimensions. These results provide significant support for the smart service transformation of manufacturing companies and for structuring the research field of smart services.","lang":"eng"}],"title":"Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice","user_id":"66731","keyword":["Digital Servitization","Transformation","Capabilities","Maturity","Smart Services"],"department":[{"_id":"563"},{"_id":"241"}],"author":[{"full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","id":"43136","last_name":"Koldewey"},{"id":"66731","last_name":"Fichtler","orcid":"https://orcid.org/0000-0001-6034-4399","full_name":"Fichtler, Timm","first_name":"Timm"},{"first_name":"Michel","full_name":"Scholtysik, Michel","last_name":"Scholtysik","id":"50562"},{"full_name":"Biehler, Jan","first_name":"Jan","last_name":"Biehler"},{"last_name":"Schreiner","full_name":"Schreiner, Nick","first_name":"Nick"},{"last_name":"Sommer","first_name":"Franziska","full_name":"Sommer, Franziska"},{"full_name":"Schacht, Maximilian","first_name":"Maximilian","last_name":"Schacht"},{"first_name":"Jonas","full_name":"Kaufmann, Jonas","last_name":"Kaufmann"},{"last_name":"Rabe","first_name":"Martin","full_name":"Rabe, Martin"},{"last_name":"Sedlmeier","full_name":"Sedlmeier, Joachim","first_name":"Joachim"},{"id":"16190","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"date_created":"2023-11-06T15:31:32Z","status":"public"},{"status":"public","date_created":"2023-09-22T13:09:30Z","author":[{"first_name":"Franziska","full_name":"Herbert, Franziska","last_name":"Herbert"},{"last_name":"Becker","full_name":"Becker, Steffen","first_name":"Steffen"},{"full_name":"Buckmann, Annalina","first_name":"Annalina","last_name":"Buckmann"},{"full_name":"Kowalewski, Marvin","first_name":"Marvin","last_name":"Kowalewski"},{"last_name":"Hielscher","full_name":"Hielscher, Jonas","first_name":"Jonas"},{"last_name":"Acar","id":"94636","first_name":"Yasemin","full_name":"Acar, Yasemin"},{"last_name":"Dürmuth","full_name":"Dürmuth, Markus","first_name":"Markus"},{"first_name":"M. Angela","full_name":"Sasse, M. Angela","last_name":"Sasse"},{"last_name":"Zou","full_name":"Zou, Yixin","first_name":"Yixin"}],"publication":"IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA","department":[{"_id":"34"},{"_id":"740"}],"title":"Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups","user_id":"15458","extern":"1","year":"2024","citation":{"short":"F. Herbert, S. Becker, A. Buckmann, M. Kowalewski, J. Hielscher, Y. Acar, M. Dürmuth, M.A. Sasse, Y. Zou, IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA (2024).","ieee":"F. Herbert et al., “Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups,” IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA, 2024, doi: 10.48550/arXiv.2212.12964.","apa":"Herbert, F., Becker, S., Buckmann, A., Kowalewski, M., Hielscher, J., Acar, Y., Dürmuth, M., Sasse, M. A., & Zou, Y. (2024). Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups. IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA. https://doi.org/10.48550/arXiv.2212.12964","ama":"Herbert F, Becker S, Buckmann A, et al. Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups. IEEE Symposium on Security and Privacy IEEE, New York, NY, USA. Published online 2024. doi:10.48550/arXiv.2212.12964","chicago":"Herbert, Franziska, Steffen Becker, Annalina Buckmann, Marvin Kowalewski, Jonas Hielscher, Yasemin Acar, Markus Dürmuth, M. Angela Sasse, and Yixin Zou. “Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups.” IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA, 2024. https://doi.org/10.48550/arXiv.2212.12964.","mla":"Herbert, Franziska, et al. “Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups.” IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA, 2024, doi:10.48550/arXiv.2212.12964.","bibtex":"@article{Herbert_Becker_Buckmann_Kowalewski_Hielscher_Acar_Dürmuth_Sasse_Zou_2024, title={Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups}, DOI={10.48550/arXiv.2212.12964}, journal={IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA}, author={Herbert, Franziska and Becker, Steffen and Buckmann, Annalina and Kowalewski, Marvin and Hielscher, Jonas and Acar, Yasemin and Dürmuth, Markus and Sasse, M. Angela and Zou, Yixin}, year={2024} }"},"type":"journal_article","language":[{"iso":"eng"}],"doi":"10.48550/arXiv.2212.12964","_id":"47275","date_updated":"2023-11-22T08:50:06Z"},{"title":"Domain Knowledge Injection Guidance for Predictive Maintenance","user_id":"15782","status":"public","date_created":"2023-11-30T09:59:41Z","author":[{"last_name":"Afroze","first_name":"Lameya","full_name":"Afroze, Lameya"},{"last_name":"Merkelbach","full_name":"Merkelbach, Silke","first_name":"Silke"},{"full_name":"von Enzberg, Sebastian","first_name":"Sebastian","last_name":"von Enzberg"},{"id":"16190","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"publication":"ML4CPS 2023","department":[{"_id":"563"}],"_id":"49354","date_updated":"2023-11-30T14:09:47Z","conference":{"end_date":"2023-0331","start_date":"2023-03-29","name":"ML4CPS – Machine Learning For Cyber-Physical Systems","location":"Hamburg"},"year":"2024","citation":{"short":"L. Afroze, S. Merkelbach, S. von Enzberg, R. Dumitrescu, in: ML4CPS 2023, 2024.","ieee":"L. Afroze, S. Merkelbach, S. von Enzberg, and R. Dumitrescu, “Domain Knowledge Injection Guidance for Predictive Maintenance,” presented at the ML4CPS – Machine Learning For Cyber-Physical Systems, Hamburg, 2024.","apa":"Afroze, L., Merkelbach, S., von Enzberg, S., & Dumitrescu, R. (2024). Domain Knowledge Injection Guidance for Predictive Maintenance. ML4CPS 2023. ML4CPS – Machine Learning For Cyber-Physical Systems, Hamburg.","ama":"Afroze L, Merkelbach S, von Enzberg S, Dumitrescu R. Domain Knowledge Injection Guidance for Predictive Maintenance. In: ML4CPS 2023. ; 2024.","chicago":"Afroze, Lameya, Silke Merkelbach, Sebastian von Enzberg, and Roman Dumitrescu. “Domain Knowledge Injection Guidance for Predictive Maintenance.” In ML4CPS 2023, 2024.","mla":"Afroze, Lameya, et al. “Domain Knowledge Injection Guidance for Predictive Maintenance.” ML4CPS 2023, 2024.","bibtex":"@inproceedings{Afroze_Merkelbach_von Enzberg_Dumitrescu_2024, title={Domain Knowledge Injection Guidance for Predictive Maintenance}, booktitle={ML4CPS 2023}, author={Afroze, Lameya and Merkelbach, Silke and von Enzberg, Sebastian and Dumitrescu, Roman}, year={2024} }"},"type":"conference","language":[{"iso":"eng"}]},{"title":"Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas","user_id":"50562","date_created":"2023-11-30T10:56:31Z","status":"public","department":[{"_id":"563"}],"author":[{"first_name":"Michel","full_name":"Scholtysik, Michel","last_name":"Scholtysik","id":"50562"},{"full_name":"Rohde, Malte","first_name":"Malte","last_name":"Rohde"},{"id":"43136","last_name":"Koldewey","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","first_name":"Christian"},{"last_name":"Dumitrescu","id":"16190","first_name":"Roman","full_name":"Dumitrescu, Roman"}],"date_updated":"2023-11-30T14:27:45Z","_id":"49363","citation":{"ama":"Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas. In: ; 2024.","apa":"Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas.","chicago":"Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas,” 2024.","mla":"Scholtysik, Michel, et al. Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas. 2024.","bibtex":"@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2024, title={Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2024} }","short":"M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2024.","ieee":"M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas,” 2024."},"type":"conference","year":"2024","language":[{"iso":"eng"}]},{"date_updated":"2023-11-30T14:27:55Z","_id":"49364","type":"conference","citation":{"ieee":"M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy taxonomy and solution patterns for the circular economy,” 2024.","short":"M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, in: 2024.","mla":"Scholtysik, Michel, et al. Business Strategy Taxonomy and Solution Patterns for the Circular Economy. 2024.","bibtex":"@inproceedings{Scholtysik_Rohde_Koldewey_Dumitrescu_2024, title={Business strategy taxonomy and solution patterns for the circular economy}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2024} }","chicago":"Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Business Strategy Taxonomy and Solution Patterns for the Circular Economy,” 2024.","apa":"Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2024). Business strategy taxonomy and solution patterns for the circular economy.","ama":"Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Business strategy taxonomy and solution patterns for the circular economy. In: ; 2024."},"year":"2024","language":[{"iso":"eng"}],"title":"Business strategy taxonomy and solution patterns for the circular economy","user_id":"50562","department":[{"_id":"563"}],"author":[{"full_name":"Scholtysik, Michel","first_name":"Michel","id":"50562","last_name":"Scholtysik"},{"last_name":"Rohde","full_name":"Rohde, Malte","first_name":"Malte"},{"id":"43136","last_name":"Koldewey","full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian"},{"last_name":"Dumitrescu","id":"16190","first_name":"Roman","full_name":"Dumitrescu, Roman"}],"date_created":"2023-11-30T10:57:30Z","status":"public"},{"language":[{"iso":"eng"}],"type":"conference","year":"2024","citation":{"short":"S.C. Krings, E. Yigitbas, in: Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear), ACM, 2024.","ieee":"S. C. Krings and E. Yigitbas, “TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR,” 2024.","apa":"Krings, S. C., & Yigitbas, E. (2024). TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR. Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear).","ama":"Krings SC, Yigitbas E. TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR. In: Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear). ACM; 2024.","chicago":"Krings, Sarah Claudia, and Enes Yigitbas. “TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR.” In Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear). ACM, 2024.","bibtex":"@inproceedings{Krings_Yigitbas_2024, title={TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR}, booktitle={Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to appear)}, publisher={ACM}, author={Krings, Sarah Claudia and Yigitbas, Enes}, year={2024} }","mla":"Krings, Sarah Claudia, and Enes Yigitbas. “TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR.” Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to Appear), ACM, 2024."},"date_updated":"2024-01-12T15:12:11Z","_id":"50476","status":"public","date_created":"2024-01-12T15:11:58Z","author":[{"first_name":"Sarah Claudia","full_name":"Krings, Sarah Claudia","orcid":"0000-0001-8040-7553","last_name":"Krings","id":"64063"},{"first_name":"Enes","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","last_name":"Yigitbas","id":"8447"}],"publisher":"ACM","department":[{"_id":"66"},{"_id":"534"}],"publication":"Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to appear)","user_id":"8447","title":"TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR"},{"language":[{"iso":"eng"}],"year":"2024","type":"conference","citation":{"short":"F. Dou, L. Wang, S. Chen, F. Liu, in: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM), IEEE, n.d.","ieee":"F. Dou, L. Wang, S. Chen, and F. Liu, “X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics,” presented at the IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada.","chicago":"Dou, Feng, Lin Wang, Shutong Chen, and Fangming Liu. “X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics.” In Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE, n.d.","apa":"Dou, F., Wang, L., Chen, S., & Liu, F. (n.d.). X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada.","ama":"Dou F, Wang L, Chen S, Liu F. X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. In: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE.","mla":"Dou, Feng, et al. “X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics.” Proceedings of the IEEE International Conference on Computer Communications (INFOCOM), IEEE.","bibtex":"@inproceedings{Dou_Wang_Chen_Liu, title={X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics}, booktitle={Proceedings of the IEEE International Conference on Computer Communications (INFOCOM)}, publisher={IEEE}, author={Dou, Feng and Wang, Lin and Chen, Shutong and Liu, Fangming} }"},"_id":"50066","date_updated":"2024-01-23T20:35:02Z","conference":{"name":"IEEE International Conference on Computer Communications (INFOCOM)","start_date":"2024-05-20","location":"Vancouver, Canada","end_date":"2024-05-23"},"status":"public","date_created":"2023-12-22T20:24:27Z","publication_status":"accepted","publisher":"IEEE","author":[{"last_name":"Dou","full_name":"Dou, Feng","first_name":"Feng"},{"id":"102868","last_name":"Wang","full_name":"Wang, Lin","first_name":"Lin"},{"full_name":"Chen, Shutong","first_name":"Shutong","last_name":"Chen"},{"first_name":"Fangming","full_name":"Liu, Fangming","last_name":"Liu"}],"department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"publication":"Proceedings of the IEEE International Conference on Computer Communications (INFOCOM)","user_id":"102868","title":"X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics"},{"language":[{"iso":"eng"}],"year":"2024","citation":{"ieee":"M. Blöcher, N. Nedderhut, P. Chuprikov, R. Khalili, P. Eugster, and L. Wang, “Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES,” presented at the IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada.","short":"M. Blöcher, N. Nedderhut, P. Chuprikov, R. Khalili, P. Eugster, L. Wang, in: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM), IEEE, n.d.","mla":"Blöcher, Marcel, et al. “Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES.” Proceedings of the IEEE International Conference on Computer Communications (INFOCOM), IEEE.","bibtex":"@inproceedings{Blöcher_Nedderhut_Chuprikov_Khalili_Eugster_Wang, title={Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES}, booktitle={Proceedings of the IEEE International Conference on Computer Communications (INFOCOM)}, publisher={IEEE}, author={Blöcher, Marcel and Nedderhut, Nils and Chuprikov, Pavel and Khalili, Ramin and Eugster, Patrick and Wang, Lin} }","chicago":"Blöcher, Marcel, Nils Nedderhut, Pavel Chuprikov, Ramin Khalili, Patrick Eugster, and Lin Wang. “Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES.” In Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE, n.d.","ama":"Blöcher M, Nedderhut N, Chuprikov P, Khalili R, Eugster P, Wang L. Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. In: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE.","apa":"Blöcher, M., Nedderhut, N., Chuprikov, P., Khalili, R., Eugster, P., & Wang, L. (n.d.). Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada."},"type":"conference","date_updated":"2024-01-23T20:35:09Z","_id":"50065","conference":{"name":"IEEE International Conference on Computer Communications (INFOCOM)","start_date":"2024-05-20","location":"Vancouver, Canada","end_date":"2024-05-23"},"author":[{"last_name":"Blöcher","full_name":"Blöcher, Marcel","first_name":"Marcel"},{"last_name":"Nedderhut","full_name":"Nedderhut, Nils","first_name":"Nils"},{"last_name":"Chuprikov","first_name":"Pavel","full_name":"Chuprikov, Pavel"},{"last_name":"Khalili","first_name":"Ramin","full_name":"Khalili, Ramin"},{"full_name":"Eugster, Patrick","first_name":"Patrick","last_name":"Eugster"},{"last_name":"Wang","id":"102868","first_name":"Lin","full_name":"Wang, Lin"}],"publisher":"IEEE","publication":"Proceedings of the IEEE International Conference on Computer Communications (INFOCOM)","department":[{"_id":"75"}],"status":"public","date_created":"2023-12-22T20:06:42Z","publication_status":"accepted","user_id":"102868","title":"Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES"},{"citation":{"short":"H. Hu, F. Liu, Q. Pei, Y. Yuan, Z. Xu, L. Wang, in: Proceedings of the ACM Web Conference (WWW), ACM, 2024.","ieee":"H. Hu, F. Liu, Q. Pei, Y. Yuan, Z. Xu, and L. Wang, “𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing,” presented at the ACM Web Conference (WWW), Singapore, 2024.","ama":"Hu H, Liu F, Pei Q, Yuan Y, Xu Z, Wang L. 𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. In: Proceedings of the ACM Web Conference (WWW). ACM; 2024.","apa":"Hu, H., Liu, F., Pei, Q., Yuan, Y., Xu, Z., & Wang, L. (2024). 𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. Proceedings of the ACM Web Conference (WWW). ACM Web Conference (WWW), Singapore.","chicago":"Hu, Haichuan, Fangming Liu, Qiangyu Pei, Yongjie Yuan, Zichen Xu, and Lin Wang. “𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing.” In Proceedings of the ACM Web Conference (WWW). ACM, 2024.","bibtex":"@inproceedings{Hu_Liu_Pei_Yuan_Xu_Wang_2024, title={𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing}, booktitle={Proceedings of the ACM Web Conference (WWW)}, publisher={ACM}, author={Hu, Haichuan and Liu, Fangming and Pei, Qiangyu and Yuan, Yongjie and Xu, Zichen and Wang, Lin}, year={2024} }","mla":"Hu, Haichuan, et al. “𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing.” Proceedings of the ACM Web Conference (WWW), ACM, 2024."},"year":"2024","type":"conference","language":[{"iso":"eng"}],"conference":{"end_date":"2024-05-17","start_date":"2024-05-13","name":"ACM Web Conference (WWW)","location":"Singapore"},"date_updated":"2024-01-23T20:35:20Z","_id":"50807","date_created":"2024-01-23T20:34:27Z","status":"public","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"publication":"Proceedings of the ACM Web Conference (WWW)","author":[{"full_name":"Hu, Haichuan","first_name":"Haichuan","last_name":"Hu"},{"full_name":"Liu, Fangming","first_name":"Fangming","last_name":"Liu"},{"full_name":"Pei, Qiangyu","first_name":"Qiangyu","last_name":"Pei"},{"last_name":"Yuan","full_name":"Yuan, Yongjie","first_name":"Yongjie"},{"full_name":"Xu, Zichen","first_name":"Zichen","last_name":"Xu"},{"id":"102868","last_name":"Wang","full_name":"Wang, Lin","first_name":"Lin"}],"publisher":"ACM","title":"𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing","user_id":"102868"},{"oa":"1","date_updated":"2024-02-06T08:52:44Z","_id":"51160","year":"2024","citation":{"ama":"Philipp FM, Schaller M, Boshoff S, Peitz S, Nüske F, Worthmann K. Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. arXiv:240202494. Published online 2024.","apa":"Philipp, F. M., Schaller, M., Boshoff, S., Peitz, S., Nüske, F., & Worthmann, K. (2024). Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency. In arXiv:2402.02494.","chicago":"Philipp, Friedrich M., Manuel Schaller, Septimus Boshoff, Sebastian Peitz, Feliks Nüske, and Karl Worthmann. “Extended Dynamic Mode Decomposition: Sharp Bounds on the Sample Efficiency.” ArXiv:2402.02494, 2024.","mla":"Philipp, Friedrich M., et al. “Extended Dynamic Mode Decomposition: Sharp Bounds on the Sample Efficiency.” ArXiv:2402.02494, 2024.","bibtex":"@article{Philipp_Schaller_Boshoff_Peitz_Nüske_Worthmann_2024, title={Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency}, journal={arXiv:2402.02494}, author={Philipp, Friedrich M. and Schaller, Manuel and Boshoff, Septimus and Peitz, Sebastian and Nüske, Feliks and Worthmann, Karl}, year={2024} }","short":"F.M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, K. Worthmann, ArXiv:2402.02494 (2024).","ieee":"F. M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, and K. Worthmann, “Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency,” arXiv:2402.02494. 2024."},"type":"preprint","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/pdf/2402.02494.pdf","open_access":"1"}],"title":"Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency","user_id":"47427","abstract":[{"text":"We rigorously derive novel and sharp finite-data error bounds for highly\r\nsample-efficient Extended Dynamic Mode Decomposition (EDMD) for both i.i.d. and\r\nergodic sampling. In particular, we show all results in a very general setting\r\nremoving most of the typically imposed assumptions such that, among others,\r\ndiscrete- and continuous-time stochastic processes as well as nonlinear partial\r\ndifferential equations are contained in the considered system class. Besides\r\nshowing an exponential rate for i.i.d. sampling, we prove, to the best of our\r\nknowledge, the first superlinear convergence rates for ergodic sampling of\r\ndeterministic systems. We verify sharpness of the derived error bounds by\r\nconducting numerical simulations for highly-complex applications from molecular\r\ndynamics and chaotic flame propagation.","lang":"eng"}],"external_id":{"arxiv":["2402.02494"]},"status":"public","date_created":"2024-02-06T08:52:21Z","author":[{"first_name":"Friedrich M.","full_name":"Philipp, Friedrich M.","last_name":"Philipp"},{"last_name":"Schaller","first_name":"Manuel","full_name":"Schaller, Manuel"},{"first_name":"Septimus","full_name":"Boshoff, Septimus","last_name":"Boshoff"},{"id":"47427","last_name":"Peitz","orcid":"0000-0002-3389-793X","full_name":"Peitz, Sebastian","first_name":"Sebastian"},{"first_name":"Feliks","full_name":"Nüske, Feliks","last_name":"Nüske"},{"first_name":"Karl","full_name":"Worthmann, Karl","last_name":"Worthmann"}],"department":[{"_id":"655"}],"publication":"arXiv:2402.02494"},{"publication":"Journal of Optimization Theory and Applications","department":[{"_id":"101"},{"_id":"655"}],"author":[{"full_name":"Sonntag, Konstantin","orcid":"https://orcid.org/0000-0003-3384-3496","first_name":"Konstantin","id":"56399","last_name":"Sonntag"},{"first_name":"Sebastian","full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","last_name":"Peitz","id":"47427"}],"publisher":"Springer","date_created":"2023-07-12T06:35:58Z","status":"public","publication_status":"published","abstract":[{"lang":"eng","text":"We derive efficient algorithms to compute weakly Pareto optimal solutions for smooth, convex and unconstrained multiobjective optimization problems in general Hilbert spaces. To this end, we define a novel inertial gradient-like dynamical system in the multiobjective setting, which trajectories converge weakly to Pareto optimal solutions. Discretization of this system yields an inertial multiobjective algorithm which generates sequences that converge weakly to Pareto optimal solutions. We employ Nesterov acceleration to define an algorithm with an improved convergence rate compared to the plain multiobjective steepest descent method (Algorithm 1). A further improvement in terms of efficiency is achieved by avoiding the solution of a quadratic subproblem to compute a common step direction for all objective functions, which is usually required in first-order methods. Using a different discretization of our inertial gradient-like dynamical system, we obtain an accelerated multiobjective gradient method that does not require the solution of a subproblem in each step (Algorithm 2). While this algorithm does not converge in general, it yields good results on test problems while being faster than standard steepest descent."}],"user_id":"56399","title":"Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems","main_file_link":[{"url":"https://link.springer.com/content/pdf/10.1007/s10957-024-02389-3.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"year":"2024","citation":{"ieee":"K. Sonntag and S. Peitz, “Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems,” Journal of Optimization Theory and Applications, 2024, doi: 10.1007/s10957-024-02389-3.","short":"K. Sonntag, S. Peitz, Journal of Optimization Theory and Applications (2024).","bibtex":"@article{Sonntag_Peitz_2024, title={Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems}, DOI={10.1007/s10957-024-02389-3}, journal={Journal of Optimization Theory and Applications}, publisher={Springer}, author={Sonntag, Konstantin and Peitz, Sebastian}, year={2024} }","mla":"Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal of Optimization Theory and Applications, Springer, 2024, doi:10.1007/s10957-024-02389-3.","chicago":"Sonntag, Konstantin, and Sebastian Peitz. “Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems.” Journal of Optimization Theory and Applications, 2024. https://doi.org/10.1007/s10957-024-02389-3.","ama":"Sonntag K, Peitz S. Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems. Journal of Optimization Theory and Applications. Published online 2024. doi:10.1007/s10957-024-02389-3","apa":"Sonntag, K., & Peitz, S. (2024). Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems. Journal of Optimization Theory and Applications. https://doi.org/10.1007/s10957-024-02389-3"},"type":"journal_article","date_updated":"2024-02-21T10:13:33Z","_id":"46019","oa":"1","doi":"10.1007/s10957-024-02389-3"},{"oa":"1","date_updated":"2024-02-21T10:21:03Z","_id":"51334","language":[{"iso":"eng"}],"citation":{"bibtex":"@article{Sonntag_Gebken_Müller_Peitz_Volkwein_2024, title={A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces}, journal={arXiv:2402.06376}, author={Sonntag, Konstantin and Gebken, Bennet and Müller, Georg and Peitz, Sebastian and Volkwein, Stefan}, year={2024} }","mla":"Sonntag, Konstantin, et al. “A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces.” ArXiv:2402.06376, 2024.","chicago":"Sonntag, Konstantin, Bennet Gebken, Georg Müller, Sebastian Peitz, and Stefan Volkwein. “A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces.” ArXiv:2402.06376, 2024.","apa":"Sonntag, K., Gebken, B., Müller, G., Peitz, S., & Volkwein, S. (2024). A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces. In arXiv:2402.06376.","ama":"Sonntag K, Gebken B, Müller G, Peitz S, Volkwein S. A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces. arXiv:240206376. Published online 2024.","ieee":"K. Sonntag, B. Gebken, G. Müller, S. Peitz, and S. Volkwein, “A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces,” arXiv:2402.06376. 2024.","short":"K. Sonntag, B. Gebken, G. Müller, S. Peitz, S. Volkwein, ArXiv:2402.06376 (2024)."},"type":"preprint","year":"2024","main_file_link":[{"url":"https://arxiv.org/abs/2402.06376","open_access":"1"}],"user_id":"56399","title":"A Descent Method for Nonsmooth Multiobjective Optimization in Hilbert Spaces","external_id":{"arxiv":["\t2402.06376"]},"abstract":[{"text":"The efficient optimization method for locally Lipschitz continuous multiobjective optimization problems from [1] is extended from finite-dimensional problems to general Hilbert spaces. The method iteratively computes Pareto critical points, where in each iteration, an approximation of the subdifferential is computed in an efficient manner and then used to compute a common descent direction for all objective functions. To prove convergence, we present some new optimality results for nonsmooth multiobjective optimization problems in Hilbert spaces. Using these, we can show that every accumulation point of the sequence generated by our algorithm is Pareto critical under common assumptions. Computational efficiency for finding Pareto critical points is numerically demonstrated for multiobjective optimal control of an obstacle problem.","lang":"eng"}],"date_created":"2024-02-13T09:35:26Z","has_accepted_license":"1","status":"public","publication":"arXiv:2402.06376","department":[{"_id":"101"},{"_id":"655"}],"author":[{"last_name":"Sonntag","id":"56399","first_name":"Konstantin","orcid":"https://orcid.org/0000-0003-3384-3496","full_name":"Sonntag, Konstantin"},{"id":"32643","last_name":"Gebken","full_name":"Gebken, Bennet","first_name":"Bennet"},{"last_name":"Müller","first_name":"Georg","full_name":"Müller, Georg"},{"full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian","id":"47427","last_name":"Peitz"},{"first_name":"Stefan","full_name":"Volkwein, Stefan","last_name":"Volkwein"}]},{"page":"134096","citation":{"short":"S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S.L. Brunton, K. Taira, Physica D: Nonlinear Phenomena 461 (2024) 134096.","ieee":"S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S. L. Brunton, and K. Taira, “Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning,” Physica D: Nonlinear Phenomena, vol. 461, p. 134096, 2024, doi: 10.1016/j.physd.2024.134096.","chicago":"Peitz, Sebastian, Jan Stenner, Vikas Chidananda, Oliver Wallscheid, Steven L. Brunton, and Kunihiko Taira. “Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning.” Physica D: Nonlinear Phenomena 461 (2024): 134096. https://doi.org/10.1016/j.physd.2024.134096.","ama":"Peitz S, Stenner J, Chidananda V, Wallscheid O, Brunton SL, Taira K. Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning. Physica D: Nonlinear Phenomena. 2024;461:134096. doi:10.1016/j.physd.2024.134096","apa":"Peitz, S., Stenner, J., Chidananda, V., Wallscheid, O., Brunton, S. L., & Taira, K. (2024). Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning. Physica D: Nonlinear Phenomena, 461, 134096. https://doi.org/10.1016/j.physd.2024.134096","mla":"Peitz, Sebastian, et al. “Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning.” Physica D: Nonlinear Phenomena, vol. 461, Elsevier, 2024, p. 134096, doi:10.1016/j.physd.2024.134096.","bibtex":"@article{Peitz_Stenner_Chidananda_Wallscheid_Brunton_Taira_2024, title={Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning}, volume={461}, DOI={10.1016/j.physd.2024.134096}, journal={Physica D: Nonlinear Phenomena}, publisher={Elsevier}, author={Peitz, Sebastian and Stenner, Jan and Chidananda, Vikas and Wallscheid, Oliver and Brunton, Steven L. and Taira, Kunihiko}, year={2024}, pages={134096} }"},"year":"2024","type":"journal_article","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1016/j.physd.2024.134096"}],"_id":"40171","intvolume":" 461","volume":461,"date_created":"2023-01-26T07:56:26Z","status":"public","publication":"Physica D: Nonlinear Phenomena","publisher":"Elsevier","author":[{"orcid":"0000-0002-3389-793X","full_name":"Peitz, Sebastian","first_name":"Sebastian","id":"47427","last_name":"Peitz"},{"id":"65520","last_name":"Stenner","full_name":"Stenner, Jan","first_name":"Jan"},{"last_name":"Chidananda","first_name":"Vikas","full_name":"Chidananda, Vikas"},{"full_name":"Wallscheid, Oliver","orcid":"https://orcid.org/0000-0001-9362-8777","first_name":"Oliver","id":"11291","last_name":"Wallscheid"},{"last_name":"Brunton","first_name":"Steven L.","full_name":"Brunton, Steven L."},{"first_name":"Kunihiko","full_name":"Taira, Kunihiko","last_name":"Taira"}],"user_id":"47427","abstract":[{"lang":"eng","text":"We present a convolutional framework which significantly reduces the complexity and thus, the computational effort for distributed reinforcement learning control of dynamical systems governed by partial differential equations (PDEs). Exploiting translational equivariances, the high-dimensional distributed control problem can be transformed into a multi-agent control problem with many identical, uncoupled agents. Furthermore, using the fact that information is transported with finite velocity in many cases, the dimension of the agents’ environment can be drastically reduced using a convolution operation over the state space of the PDE, by which we effectively tackle the curse of dimensionality otherwise present in deep reinforcement learning. In this setting, the complexity can be flexibly adjusted via the kernel width or by using a stride greater than one (meaning that we do not place an actuator at each sensor location). Moreover, scaling from smaller to larger domains – or the transfer between different domains – becomes a straightforward task requiring little effort. We demonstrate the performance of the proposed framework using several PDE examples with increasing complexity, where stabilization is achieved by training a low-dimensional deep deterministic policy gradient agent using minimal computing resources."}],"article_type":"original","language":[{"iso":"eng"}],"doi":"10.1016/j.physd.2024.134096","oa":"1","date_updated":"2024-02-23T10:53:42Z","department":[{"_id":"655"}],"title":"Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning"},{"language":[{"iso":"eng"}],"supervisor":[{"id":"20792","last_name":"Scheideler","full_name":"Scheideler, Christian","first_name":"Christian"}],"year":"2024","citation":{"ieee":"S. Dorociak, Implementierung eines Algorithmus zur motivbasierten Schnitt-Sparsifizierung. 2024.","short":"S. Dorociak, Implementierung Eines Algorithmus Zur Motivbasierten Schnitt-Sparsifizierung, 2024.","bibtex":"@book{Dorociak_2024, title={Implementierung eines Algorithmus zur motivbasierten Schnitt-Sparsifizierung}, author={Dorociak, Svitlana}, year={2024} }","mla":"Dorociak, Svitlana. Implementierung Eines Algorithmus Zur Motivbasierten Schnitt-Sparsifizierung. 2024.","chicago":"Dorociak, Svitlana. Implementierung Eines Algorithmus Zur Motivbasierten Schnitt-Sparsifizierung, 2024.","apa":"Dorociak, S. (2024). Implementierung eines Algorithmus zur motivbasierten Schnitt-Sparsifizierung.","ama":"Dorociak S. Implementierung Eines Algorithmus Zur Motivbasierten Schnitt-Sparsifizierung.; 2024."},"type":"bachelorsthesis","_id":"52318","date_updated":"2024-03-05T12:53:25Z","department":[{"_id":"34"},{"_id":"7"},{"_id":"79"}],"author":[{"full_name":"Dorociak, Svitlana","first_name":"Svitlana","last_name":"Dorociak"}],"date_created":"2024-03-05T12:52:59Z","status":"public","user_id":"15578","title":"Implementierung eines Algorithmus zur motivbasierten Schnitt-Sparsifizierung"},{"file":[{"file_size":530812,"file_id":"52236","creator":"khedkarm","date_updated":"2024-03-03T14:39:08Z","content_type":"application/pdf","success":1,"relation":"main_file","file_name":"2402.07889v1.pdf","date_created":"2024-03-03T14:39:08Z","access_level":"closed"}],"author":[{"first_name":"Mugdha","full_name":"Khedkar, Mugdha","last_name":"Khedkar","id":"88024"},{"orcid":"0000-0003-3470-3647","full_name":"Bodden, Eric","first_name":"Eric","id":"59256","last_name":"Bodden"}],"publication":"Proceedings of the 9th International Conference on Mobile Software Engineering and Systems","keyword":["static program analysis","data protection and privacy","GDPR compliance"],"file_date_updated":"2024-03-03T14:39:08Z","has_accepted_license":"1","status":"public","date_created":"2024-03-03T14:37:53Z","abstract":[{"lang":"eng","text":"Android applications collecting data from users must protect it according to the current legal frameworks. Such data protection has become even more important since the European Union rolled out the General Data Protection Regulation (GDPR). Since app developers are not legal experts, they find it difficult to write privacy-aware source code. Moreover, they have limited tool support to reason about data protection throughout their app development process.\r\nThis paper motivates the need for a static analysis approach to diagnose and explain data protection in Android apps. The analysis will recognize personal data sources in the source code, and aims to further examine the data flow originating from these sources. App developers can then address key questions about data manipulation, derived data, and the presence of technical measures. Despite challenges, we explore to what extent one can realize this analysis through static taint analysis, a common method for identifying security vulnerabilities. This is a first step towards designing a tool-based approach that aids app developers and assessors in ensuring data protection in Android apps, based on automated static program analysis. "}],"user_id":"88024","ddc":["006"],"year":"2024","type":"conference","citation":{"short":"M. Khedkar, E. Bodden, in: Proceedings of the 9th International Conference on Mobile Software Engineering and Systems, 2024.","ieee":"M. Khedkar and E. Bodden, “Toward an Android Static Analysis Approach for Data Protection,” presented at the 9th International Conference on Mobile Software Engineering and Systems 2024, Lisbon, Portugal, 2024.","apa":"Khedkar, M., & Bodden, E. (2024). Toward an Android Static Analysis Approach for Data Protection. Proceedings of the 9th International Conference on Mobile Software Engineering and Systems. 9th International Conference on Mobile Software Engineering and Systems 2024, Lisbon, Portugal.","ama":"Khedkar M, Bodden E. Toward an Android Static Analysis Approach for Data Protection. In: Proceedings of the 9th International Conference on Mobile Software Engineering and Systems. ; 2024.","chicago":"Khedkar, Mugdha, and Eric Bodden. “Toward an Android Static Analysis Approach for Data Protection.” In Proceedings of the 9th International Conference on Mobile Software Engineering and Systems, 2024.","bibtex":"@inproceedings{Khedkar_Bodden_2024, title={Toward an Android Static Analysis Approach for Data Protection}, booktitle={Proceedings of the 9th International Conference on Mobile Software Engineering and Systems}, author={Khedkar, Mugdha and Bodden, Eric}, year={2024} }","mla":"Khedkar, Mugdha, and Eric Bodden. “Toward an Android Static Analysis Approach for Data Protection.” Proceedings of the 9th International Conference on Mobile Software Engineering and Systems, 2024."},"_id":"52235","conference":{"end_date":"2024-04-15","name":"9th International Conference on Mobile Software Engineering and Systems 2024","start_date":"2024-04-14","location":"Lisbon, Portugal"},"department":[{"_id":"76"}],"external_id":{"arxiv":["2402.07889"]},"title":"Toward an Android Static Analysis Approach for Data Protection","language":[{"iso":"eng"}],"date_updated":"2024-03-06T13:00:38Z"},{"user_id":"405","publication":"IEEE Security & Privacy","keyword":["Law","Electrical and Electronic Engineering","Computer Networks and Communications"],"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","quality_controlled":"1","author":[{"last_name":"Bodden","id":"59256","first_name":"Eric","orcid":"0000-0003-3470-3647","full_name":"Bodden, Eric"},{"id":"405","last_name":"Pottebaum","full_name":"Pottebaum, Jens","orcid":"http://orcid.org/0000-0001-8778-2989","first_name":"Jens"},{"last_name":"Fockel","first_name":"Markus","full_name":"Fockel, Markus"},{"id":"47565","last_name":"Gräßler","full_name":"Gräßler, Iris","orcid":"0000-0001-5765-971X","first_name":"Iris"}],"date_created":"2024-03-15T20:16:18Z","status":"public","volume":22,"intvolume":" 22","_id":"52587","issue":"1","page":"69-72","citation":{"chicago":"Bodden, Eric, Jens Pottebaum, Markus Fockel, and Iris Gräßler. “Evaluating Security Through Isolation and Defense in Depth.” IEEE Security & Privacy 22, no. 1 (2024): 69–72. https://doi.org/10.1109/msec.2023.3336028.","ama":"Bodden E, Pottebaum J, Fockel M, Gräßler I. Evaluating Security Through Isolation and Defense in Depth. IEEE Security & Privacy. 2024;22(1):69-72. doi:10.1109/msec.2023.3336028","apa":"Bodden, E., Pottebaum, J., Fockel, M., & Gräßler, I. (2024). Evaluating Security Through Isolation and Defense in Depth. IEEE Security & Privacy, 22(1), 69–72. https://doi.org/10.1109/msec.2023.3336028","mla":"Bodden, Eric, et al. “Evaluating Security Through Isolation and Defense in Depth.” IEEE Security & Privacy, vol. 22, no. 1, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 69–72, doi:10.1109/msec.2023.3336028.","bibtex":"@article{Bodden_Pottebaum_Fockel_Gräßler_2024, title={Evaluating Security Through Isolation and Defense in Depth}, volume={22}, DOI={10.1109/msec.2023.3336028}, number={1}, journal={IEEE Security & Privacy}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Bodden, Eric and Pottebaum, Jens and Fockel, Markus and Gräßler, Iris}, year={2024}, pages={69–72} }","short":"E. Bodden, J. Pottebaum, M. Fockel, I. Gräßler, IEEE Security & Privacy 22 (2024) 69–72.","ieee":"E. Bodden, J. Pottebaum, M. Fockel, and I. Gräßler, “Evaluating Security Through Isolation and Defense in Depth,” IEEE Security & Privacy, vol. 22, no. 1, pp. 69–72, 2024, doi: 10.1109/msec.2023.3336028."},"type":"journal_article","year":"2024","title":"Evaluating Security Through Isolation and Defense in Depth","department":[{"_id":"152"},{"_id":"76"},{"_id":"241"}],"publication_identifier":{"issn":["1540-7993","1558-4046"]},"publication_status":"published","date_updated":"2024-03-15T20:25:13Z","doi":"10.1109/msec.2023.3336028","language":[{"iso":"eng"}]},{"author":[{"last_name":"Otto","full_name":"Otto, Samuel E.","first_name":"Samuel E."},{"id":"47427","last_name":"Peitz","full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian"},{"last_name":"Rowley","full_name":"Rowley, Clarence W.","first_name":"Clarence W."}],"publisher":"SIAM","publication":"SIAM Journal on Applied Dynamical Systems","volume":23,"status":"public","date_created":"2022-09-22T07:21:40Z","abstract":[{"text":"Data-driven models for nonlinear dynamical systems based on approximating the underlying Koopman operator or generator have proven to be successful tools for forecasting, feature learning, state estimation, and control. It has become well known that the Koopman generators for control-affine systems also have affine dependence on the input, leading to convenient finite-dimensional bilinear approximations of the dynamics. Yet there are still two main obstacles that limit the scope of current approaches for approximating the Koopman generators of systems with actuation. First, the performance of existing methods depends heavily on the choice of basis functions over which the Koopman generator is to be approximated; and there is currently no universal way to choose them for systems that are not measure preserving. Secondly, if we do not observe the full state, we may not gain access to a sufficiently rich collection of such functions to describe the dynamics. This is because the commonly used method of forming time-delayed observables fails when there is actuation. To remedy these issues, we write the dynamics of observables governed by the Koopman generator as a bilinear hidden Markov model, and determine the model parameters using the expectation-maximization (EM) algorithm. The E-step involves a standard Kalman filter and smoother, while the M-step resembles control-affine dynamic mode decomposition for the generator. We demonstrate the performance of this method on three examples, including recovery of a finite-dimensional Koopman-invariant subspace for an actuated system with a slow manifold; estimation of Koopman eigenfunctions for the unforced Duffing equation; and model-predictive control of a fluidic pinball system based only on noisy observations of lift and drag.","lang":"eng"}],"user_id":"47427","main_file_link":[{"url":"https://arxiv.org/pdf/2209.09977.pdf","open_access":"1"}],"type":"journal_article","citation":{"chicago":"Otto, Samuel E., Sebastian Peitz, and Clarence W. Rowley. “Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories.” SIAM Journal on Applied Dynamical Systems 23, no. 1 (2024): 885–923. https://doi.org/10.1137/22M1523601.","apa":"Otto, S. E., Peitz, S., & Rowley, C. W. (2024). Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories. SIAM Journal on Applied Dynamical Systems, 23(1), 885–923. https://doi.org/10.1137/22M1523601","ama":"Otto SE, Peitz S, Rowley CW. Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories. SIAM Journal on Applied Dynamical Systems. 2024;23(1):885-923. doi:10.1137/22M1523601","mla":"Otto, Samuel E., et al. “Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories.” SIAM Journal on Applied Dynamical Systems, vol. 23, no. 1, SIAM, 2024, pp. 885–923, doi:10.1137/22M1523601.","bibtex":"@article{Otto_Peitz_Rowley_2024, title={Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories}, volume={23}, DOI={10.1137/22M1523601}, number={1}, journal={SIAM Journal on Applied Dynamical Systems}, publisher={SIAM}, author={Otto, Samuel E. and Peitz, Sebastian and Rowley, Clarence W.}, year={2024}, pages={885–923} }","short":"S.E. Otto, S. Peitz, C.W. Rowley, SIAM Journal on Applied Dynamical Systems 23 (2024) 885–923.","ieee":"S. E. Otto, S. Peitz, and C. W. Rowley, “Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories,” SIAM Journal on Applied Dynamical Systems, vol. 23, no. 1, pp. 885–923, 2024, doi: 10.1137/22M1523601."},"year":"2024","page":"885-923","intvolume":" 23","_id":"33461","issue":"1","department":[{"_id":"655"}],"publication_status":"published","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"external_id":{"arxiv":["2209.09977"]},"title":"Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories","language":[{"iso":"eng"}],"date_updated":"2024-03-18T10:40:08Z","doi":"10.1137/22M1523601","oa":"1"},{"year":"2024","type":"misc","citation":{"short":"A.-K. Wickert, M. Schlichtig, M. Vogel, L. Winter, M. Mezini, E. Bodden, Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability, 2024.","ieee":"A.-K. Wickert, M. Schlichtig, M. Vogel, L. Winter, M. Mezini, and E. Bodden, Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability. 2024.","ama":"Wickert A-K, Schlichtig M, Vogel M, Winter L, Mezini M, Bodden E. Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability.; 2024.","apa":"Wickert, A.-K., Schlichtig, M., Vogel, M., Winter, L., Mezini, M., & Bodden, E. (2024). Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability.","chicago":"Wickert, Anna-Katharina, Michael Schlichtig, Marvin Vogel, Lukas Winter, Mira Mezini, and Eric Bodden. Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability, 2024.","bibtex":"@book{Wickert_Schlichtig_Vogel_Winter_Mezini_Bodden_2024, title={Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability}, author={Wickert, Anna-Katharina and Schlichtig, Michael and Vogel, Marvin and Winter, Lukas and Mezini, Mira and Bodden, Eric}, year={2024} }","mla":"Wickert, Anna-Katharina, et al. Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability. 2024."},"language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/abs/2403.07808"}],"_id":"52663","date_updated":"2024-03-20T09:32:29Z","date_created":"2024-03-20T09:28:36Z","status":"public","department":[{"_id":"76"}],"keyword":["Static analysis","error chains","false positive re- duction","empirical studies"],"author":[{"last_name":"Wickert","first_name":"Anna-Katharina","full_name":"Wickert, Anna-Katharina"},{"last_name":"Schlichtig","id":"32312","first_name":"Michael","orcid":"0000-0001-6600-6171","full_name":"Schlichtig, Michael"},{"last_name":"Vogel","first_name":"Marvin","full_name":"Vogel, Marvin"},{"last_name":"Winter","first_name":"Lukas","full_name":"Winter, Lukas"},{"last_name":"Mezini","first_name":"Mira","full_name":"Mezini, Mira"},{"first_name":"Eric","orcid":"0000-0003-3470-3647","full_name":"Bodden, Eric","last_name":"Bodden","id":"59256"}],"title":"Supporting Error Chains in Static Analysis for Precise Evaluation Results and Enhanced Usability","user_id":"32312","abstract":[{"text":"Context\r\nStatic analyses are well-established to aid in understanding bugs or vulnerabilities during the development process or in large-scale studies. A low false-positive rate is essential for the adaption in practice and for precise results of empirical studies. Unfortunately, static analyses tend to report where a vulnerability manifests rather than the fix location. This can cause presumed false positives or imprecise results.\r\nMethod\r\nTo address this problem, we designed an adaption of an existing static analysis algorithm that can distinguish between a manifestation and fix location, and reports error chains. An error chain represents at least two interconnected errors that occur successively, thus building the connection between the fix and manifestation location. We used our tool CogniCryptSUBS for a case study on 471 GitHub repositories, a performance benchmark to compare different analysis configurations, and conducted an expert interview.\r\nResult\r\nWe found that 50 % of the projects with a report had at least one error chain. Our runtime benchmark demonstrated that our improvement caused only a minimal runtime overhead of less than 4 %. The results of our expert interview indicate that with our adapted version participants require fewer executions of the analysis.\r\nConclusion\r\nOur results indicate that error chains occur frequently in real-world projects, and ignoring them can lead to imprecise evaluation results. The runtime benchmark indicates that our tool is a feasible and efficient solution for detecting error chains in real-world projects. Further, our results gave a hint that the usability of static analyses may benefit from supporting error chains.","lang":"eng"}]},{"user_id":"72764","title":"Post-configuration Activation of Hardware Trojans in FPGAs","date_created":"2024-03-20T12:24:50Z","status":"public","publication_identifier":{"issn":["2509-3428","2509-3436"]},"publication_status":"published","keyword":["General Engineering","Energy Engineering and Power Technology"],"publication":"Journal of Hardware and Systems Security","department":[{"_id":"78"}],"publisher":"Springer Science and Business Media LLC","author":[{"first_name":"Qazi Arbab","orcid":"0000-0002-1837-2254","full_name":"Ahmed, Qazi Arbab","last_name":"Ahmed","id":"72764"},{"first_name":"Tobias","full_name":"Wiersema, Tobias","last_name":"Wiersema","id":"3118"},{"id":"398","last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"}],"doi":"10.1007/s41635-024-00147-5","_id":"52686","date_updated":"2024-03-20T12:31:36Z","language":[{"iso":"eng"}],"citation":{"short":"Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security (2024).","ieee":"Q. A. Ahmed, T. Wiersema, and M. Platzner, “Post-configuration Activation of Hardware Trojans in FPGAs,” Journal of Hardware and Systems Security, 2024, doi: 10.1007/s41635-024-00147-5.","chicago":"Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Post-Configuration Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security, 2024. https://doi.org/10.1007/s41635-024-00147-5.","ama":"Ahmed QA, Wiersema T, Platzner M. Post-configuration Activation of Hardware Trojans in FPGAs. Journal of Hardware and Systems Security. Published online 2024. doi:10.1007/s41635-024-00147-5","apa":"Ahmed, Q. A., Wiersema, T., & Platzner, M. (2024). Post-configuration Activation of Hardware Trojans in FPGAs. Journal of Hardware and Systems Security. https://doi.org/10.1007/s41635-024-00147-5","mla":"Ahmed, Qazi Arbab, et al. “Post-Configuration Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security, Springer Science and Business Media LLC, 2024, doi:10.1007/s41635-024-00147-5.","bibtex":"@article{Ahmed_Wiersema_Platzner_2024, title={Post-configuration Activation of Hardware Trojans in FPGAs}, DOI={10.1007/s41635-024-00147-5}, journal={Journal of Hardware and Systems Security}, publisher={Springer Science and Business Media LLC}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, year={2024} }"},"type":"journal_article","year":"2024"},{"doi":"10.1145/3631802.3631824","date_updated":"2024-03-21T23:19:13Z","_id":"52380","citation":{"ieee":"S. Sparmann, S. Hüsing, and C. Schulte, “JuGaze: A Cell-based Eye Tracking and Logging Tool for Jupyter Notebooks,” 2024, doi: 10.1145/3631802.3631824.","short":"S. Sparmann, S. Hüsing, C. Schulte, in: Proceedings of the 23rd Koli Calling International Conference on Computing Education Research, ACM, 2024.","bibtex":"@inproceedings{Sparmann_Hüsing_Schulte_2024, title={JuGaze: A Cell-based Eye Tracking and Logging Tool for Jupyter Notebooks}, DOI={10.1145/3631802.3631824}, booktitle={Proceedings of the 23rd Koli Calling International Conference on Computing Education Research}, publisher={ACM}, author={Sparmann, Sören and Hüsing, Sven and Schulte, Carsten}, year={2024} }","mla":"Sparmann, Sören, et al. “JuGaze: A Cell-Based Eye Tracking and Logging Tool for Jupyter Notebooks.” Proceedings of the 23rd Koli Calling International Conference on Computing Education Research, ACM, 2024, doi:10.1145/3631802.3631824.","apa":"Sparmann, S., Hüsing, S., & Schulte, C. (2024). JuGaze: A Cell-based Eye Tracking and Logging Tool for Jupyter Notebooks. Proceedings of the 23rd Koli Calling International Conference on Computing Education Research. https://doi.org/10.1145/3631802.3631824","ama":"Sparmann S, Hüsing S, Schulte C. JuGaze: A Cell-based Eye Tracking and Logging Tool for Jupyter Notebooks. In: Proceedings of the 23rd Koli Calling International Conference on Computing Education Research. ACM; 2024. doi:10.1145/3631802.3631824","chicago":"Sparmann, Sören, Sven Hüsing, and Carsten Schulte. “JuGaze: A Cell-Based Eye Tracking and Logging Tool for Jupyter Notebooks.” In Proceedings of the 23rd Koli Calling International Conference on Computing Education Research. ACM, 2024. https://doi.org/10.1145/3631802.3631824."},"year":"2024","type":"conference","language":[{"iso":"eng"}],"title":"JuGaze: A Cell-based Eye Tracking and Logging Tool for Jupyter Notebooks","user_id":"58465","publication_status":"published","status":"public","date_created":"2024-03-08T08:02:10Z","author":[{"last_name":"Sparmann","id":"63216","first_name":"Sören","full_name":"Sparmann, Sören"},{"full_name":"Hüsing, Sven","first_name":"Sven","id":"58465","last_name":"Hüsing"},{"last_name":"Schulte","id":"60311","first_name":"Carsten","full_name":"Schulte, Carsten"}],"publisher":"ACM","department":[{"_id":"67"}],"publication":"Proceedings of the 23rd Koli Calling International Conference on Computing Education Research"},{"type":"conference","citation":{"chicago":"Hüsing, Sven, Carsten Schulte, Sören Sparmann, and Mario Bolte. “Using Worked Examples for Engaging in Epistemic Programming Projects.” In Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1. ACM, 2024. https://doi.org/10.1145/3626252.3630961.","apa":"Hüsing, S., Schulte, C., Sparmann, S., & Bolte, M. (2024). Using Worked Examples for Engaging in Epistemic Programming Projects. Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1. https://doi.org/10.1145/3626252.3630961","ama":"Hüsing S, Schulte C, Sparmann S, Bolte M. Using Worked Examples for Engaging in Epistemic Programming Projects. In: Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1. ACM; 2024. doi:10.1145/3626252.3630961","mla":"Hüsing, Sven, et al. “Using Worked Examples for Engaging in Epistemic Programming Projects.” Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1, ACM, 2024, doi:10.1145/3626252.3630961.","bibtex":"@inproceedings{Hüsing_Schulte_Sparmann_Bolte_2024, title={Using Worked Examples for Engaging in Epistemic Programming Projects}, DOI={10.1145/3626252.3630961}, booktitle={Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1}, publisher={ACM}, author={Hüsing, Sven and Schulte, Carsten and Sparmann, Sören and Bolte, Mario}, year={2024} }","short":"S. Hüsing, C. Schulte, S. Sparmann, M. Bolte, in: Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1, ACM, 2024.","ieee":"S. Hüsing, C. Schulte, S. Sparmann, and M. Bolte, “Using Worked Examples for Engaging in Epistemic Programming Projects,” 2024, doi: 10.1145/3626252.3630961."},"year":"2024","language":[{"iso":"eng"}],"doi":"10.1145/3626252.3630961","_id":"52379","date_updated":"2024-03-21T23:19:04Z","publication_status":"published","date_created":"2024-03-08T08:01:50Z","status":"public","department":[{"_id":"67"}],"publication":"Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1","author":[{"first_name":"Sven","full_name":"Hüsing, Sven","last_name":"Hüsing","id":"58465"},{"last_name":"Schulte","id":"60311","first_name":"Carsten","full_name":"Schulte, Carsten"},{"id":"63216","last_name":"Sparmann","full_name":"Sparmann, Sören","first_name":"Sören"},{"first_name":"Mario","full_name":"Bolte, Mario","last_name":"Bolte"}],"publisher":"ACM","title":"Using Worked Examples for Engaging in Epistemic Programming Projects","user_id":"58465"},{"page":"478–499","type":"conference","citation":{"mla":"Hu, Lijie, et al. “Differentially Private Natural Language Models: Recent Advances and Future Directions.” Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, edited by Yvette Graham and Matthew Purver, Association for Computational Linguistics, 2024, pp. 478–499.","bibtex":"@inproceedings{Hu_Habernal_Shen_Wang_2024, title={Differentially Private Natural Language Models: Recent Advances and Future Directions}, booktitle={Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024}, publisher={Association for Computational Linguistics}, author={Hu, Lijie and Habernal, Ivan and Shen, Lei and Wang, Di}, editor={Graham, Yvette and Purver, Matthew}, year={2024}, pages={478–499} }","ama":"Hu L, Habernal I, Shen L, Wang D. Differentially Private Natural Language Models: Recent Advances and Future Directions. In: Graham Y, Purver M, eds. Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024. Association for Computational Linguistics; 2024:478–499.","apa":"Hu, L., Habernal, I., Shen, L., & Wang, D. (2024). Differentially Private Natural Language Models: Recent Advances and Future Directions. In Y. Graham & M. Purver (Eds.), Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024 (pp. 478–499). Association for Computational Linguistics.","chicago":"Hu, Lijie, Ivan Habernal, Lei Shen, and Di Wang. “Differentially Private Natural Language Models: Recent Advances and Future Directions.” In Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, edited by Yvette Graham and Matthew Purver, 478–499. Association for Computational Linguistics, 2024.","ieee":"L. Hu, I. Habernal, L. Shen, and D. Wang, “Differentially Private Natural Language Models: Recent Advances and Future Directions,” in Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, 2024, pp. 478–499.","short":"L. Hu, I. Habernal, L. Shen, D. Wang, in: Y. Graham, M. Purver (Eds.), Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, Association for Computational Linguistics, 2024, pp. 478–499."},"year":"2024","language":[{"iso":"eng"}],"_id":"52827","date_updated":"2024-03-25T10:31:30Z","editor":[{"full_name":"Graham, Yvette","first_name":"Yvette","last_name":"Graham"},{"first_name":"Matthew","full_name":"Purver, Matthew","last_name":"Purver"}],"date_created":"2024-03-25T10:30:32Z","status":"public","department":[{"_id":"820"}],"publication":"Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024","author":[{"full_name":"Hu, Lijie","first_name":"Lijie","last_name":"Hu"},{"id":"101881","last_name":"Habernal","full_name":"Habernal, Ivan","first_name":"Ivan"},{"last_name":"Shen","first_name":"Lei","full_name":"Shen, Lei"},{"full_name":"Wang, Di","first_name":"Di","last_name":"Wang"}],"publisher":"Association for Computational Linguistics","title":"Differentially Private Natural Language Models: Recent Advances and Future Directions","user_id":"15504"},{"user_id":"15504","title":"DP-NMT: Scalable Differentially Private Machine Translation","abstract":[{"lang":"eng","text":"Neural machine translation (NMT) is a widely popular text generation task, yet there is a considerable research gap in the development of privacy-preserving NMT models, despite significant data privacy concerns for NMT systems. Differentially private stochastic gradient descent (DP-SGD) is a popular method for training machine learning models with concrete privacy guarantees; however, the implementation specifics of training a model with DP-SGD are not always clarified in existing models, with differing software libraries used and code bases not always being public, leading to reproducibility issues. To tackle this, we introduce DP-NMT, an open-source framework for carrying out research on privacy-preserving NMT with DP-SGD, bringing together numerous models, datasets, and evaluation metrics in one systematic software package. Our goal is to provide a platform for researchers to advance the development of privacy-preserving NMT systems, keeping the specific details of the DP-SGD algorithm transparent and intuitive to implement. We run a set of experiments on datasets from both general and privacy-related domains to demonstrate our framework in use. We make our framework publicly available and welcome feedback from the community."}],"place":"St. Julians, Malta","date_created":"2024-03-25T11:30:44Z","status":"public","editor":[{"first_name":"Nikolaos","full_name":"Aletras, Nikolaos","last_name":"Aletras"},{"last_name":"De Clercq","full_name":"De Clercq, Orphee","first_name":"Orphee"}],"department":[{"_id":"820"}],"publication":"Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations","publisher":"Association for Computational Linguistics","author":[{"last_name":"Igamberdiev","first_name":"Timour","full_name":"Igamberdiev, Timour"},{"first_name":"Doan Nam Long","full_name":"Vu, Doan Nam Long","last_name":"Vu"},{"full_name":"Kuennecke, Felix","first_name":"Felix","last_name":"Kuennecke"},{"first_name":"Zhuo","full_name":"Yu, Zhuo","last_name":"Yu"},{"last_name":"Holmer","first_name":"Jannik","full_name":"Holmer, Jannik"},{"last_name":"Habernal","id":"101881","first_name":"Ivan","full_name":"Habernal, Ivan"}],"_id":"52842","date_updated":"2024-03-25T11:31:12Z","language":[{"iso":"eng"}],"page":"94–105","type":"conference","year":"2024","citation":{"bibtex":"@inproceedings{Igamberdiev_Vu_Kuennecke_Yu_Holmer_Habernal_2024, place={St. Julians, Malta}, title={DP-NMT: Scalable Differentially Private Machine Translation}, booktitle={Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations}, publisher={Association for Computational Linguistics}, author={Igamberdiev, Timour and Vu, Doan Nam Long and Kuennecke, Felix and Yu, Zhuo and Holmer, Jannik and Habernal, Ivan}, editor={Aletras, Nikolaos and De Clercq, Orphee}, year={2024}, pages={94–105} }","mla":"Igamberdiev, Timour, et al. “DP-NMT: Scalable Differentially Private Machine Translation.” Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, edited by Nikolaos Aletras and Orphee De Clercq, Association for Computational Linguistics, 2024, pp. 94–105.","ama":"Igamberdiev T, Vu DNL, Kuennecke F, Yu Z, Holmer J, Habernal I. DP-NMT: Scalable Differentially Private Machine Translation. In: Aletras N, De Clercq O, eds. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Association for Computational Linguistics; 2024:94–105.","apa":"Igamberdiev, T., Vu, D. N. L., Kuennecke, F., Yu, Z., Holmer, J., & Habernal, I. (2024). DP-NMT: Scalable Differentially Private Machine Translation. In N. Aletras & O. De Clercq (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations (pp. 94–105). Association for Computational Linguistics.","chicago":"Igamberdiev, Timour, Doan Nam Long Vu, Felix Kuennecke, Zhuo Yu, Jannik Holmer, and Ivan Habernal. “DP-NMT: Scalable Differentially Private Machine Translation.” In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, edited by Nikolaos Aletras and Orphee De Clercq, 94–105. St. Julians, Malta: Association for Computational Linguistics, 2024.","ieee":"T. Igamberdiev, D. N. L. Vu, F. Kuennecke, Z. Yu, J. Holmer, and I. Habernal, “DP-NMT: Scalable Differentially Private Machine Translation,” in Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2024, pp. 94–105.","short":"T. Igamberdiev, D.N.L. Vu, F. Kuennecke, Z. Yu, J. Holmer, I. Habernal, in: N. Aletras, O. De Clercq (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, Association for Computational Linguistics, St. Julians, Malta, 2024, pp. 94–105."}},{"department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"publication":"Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024","author":[{"last_name":"Razavi","first_name":"Kamran","full_name":"Razavi, Kamran"},{"full_name":"Ghafouri, Saeid","first_name":"Saeid","last_name":"Ghafouri"},{"first_name":"Max","full_name":"Mühlhäuser, Max","last_name":"Mühlhäuser"},{"last_name":"Jamshidi","first_name":"Pooyan","full_name":"Jamshidi, Pooyan"},{"full_name":"Wang, Lin","first_name":"Lin","id":"102868","last_name":"Wang"}],"publisher":"ACM","date_created":"2024-03-28T12:00:49Z","status":"public","user_id":"102868","title":"Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling","language":[{"iso":"eng"}],"citation":{"apa":"Razavi, K., Ghafouri, S., Mühlhäuser, M., Jamshidi, P., & Wang, L. (2024). Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. The 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024, Athens, Greece.","ama":"Razavi K, Ghafouri S, Mühlhäuser M, Jamshidi P, Wang L. Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. In: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. ACM; 2024.","chicago":"Razavi, Kamran, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, and Lin Wang. “Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.” In Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. ACM, 2024.","bibtex":"@inproceedings{Razavi_Ghafouri_Mühlhäuser_Jamshidi_Wang_2024, title={Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling}, booktitle={Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024}, publisher={ACM}, author={Razavi, Kamran and Ghafouri, Saeid and Mühlhäuser, Max and Jamshidi, Pooyan and Wang, Lin}, year={2024} }","mla":"Razavi, Kamran, et al. “Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.” Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024, ACM, 2024.","short":"K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, L. Wang, in: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024, ACM, 2024.","ieee":"K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, and L. Wang, “Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling,” presented at the The 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024, Athens, Greece, 2024."},"year":"2024","type":"conference","conference":{"end_date":"2024-04-22","location":"Athens, Greece","name":"The 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024","start_date":"2024-04-22"},"date_updated":"2024-03-28T12:02:23Z","_id":"53095"},{"date_updated":"2023-01-02T09:28:32Z","_id":"35083","year":"2023","citation":{"mla":"Dann, Andreas Peter, et al. UpCy: Safely Updating Outdated Dependencies. 2023.","bibtex":"@article{Dann_Hermann_Bodden_2023, series={International Conference on Software Engineering (ICSE)}, title={UpCy: Safely Updating Outdated Dependencies}, author={Dann, Andreas Peter and Hermann, Ben and Bodden, Eric}, year={2023}, collection={International Conference on Software Engineering (ICSE)} }","chicago":"Dann, Andreas Peter, Ben Hermann, and Eric Bodden. “UpCy: Safely Updating Outdated Dependencies.” International Conference on Software Engineering (ICSE), 2023.","ama":"Dann AP, Hermann B, Bodden E. UpCy: Safely Updating Outdated Dependencies. Published online 2023.","apa":"Dann, A. P., Hermann, B., & Bodden, E. (2023). UpCy: Safely Updating Outdated Dependencies.","ieee":"A. P. Dann, B. Hermann, and E. Bodden, “UpCy: Safely Updating Outdated Dependencies.” 2023.","short":"A.P. Dann, B. Hermann, E. Bodden, (2023)."},"type":"conference","language":[{"iso":"eng"}],"series_title":"International Conference on Software Engineering (ICSE)","title":"UpCy: Safely Updating Outdated Dependencies","user_id":"15249","status":"public","date_created":"2023-01-02T09:26:50Z","author":[{"last_name":"Dann","id":"26886","first_name":"Andreas Peter","full_name":"Dann, Andreas Peter"},{"first_name":"Ben","orcid":"0000-0001-9848-2017","full_name":"Hermann, Ben","last_name":"Hermann","id":"66173"},{"id":"59256","last_name":"Bodden","orcid":"0000-0003-3470-3647","full_name":"Bodden, Eric","first_name":"Eric"}],"department":[{"_id":"76"}]},{"main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S0005109822007075/pdfft?isDTMRedir=true&download=true","open_access":"1"}],"year":"2023","citation":{"chicago":"Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of Data-Driven Models to Control Systems.” Automatica 149 (2023). https://doi.org/10.1016/j.automatica.2022.110840.","ama":"Peitz S, Bieker K. On the Universal Transformation of Data-Driven Models to Control Systems. Automatica. 2023;149. doi:10.1016/j.automatica.2022.110840","apa":"Peitz, S., & Bieker, K. (2023). On the Universal Transformation of Data-Driven Models to Control Systems. Automatica, 149, Article 110840. https://doi.org/10.1016/j.automatica.2022.110840","mla":"Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of Data-Driven Models to Control Systems.” Automatica, vol. 149, 110840, Elsevier, 2023, doi:10.1016/j.automatica.2022.110840.","bibtex":"@article{Peitz_Bieker_2023, title={On the Universal Transformation of Data-Driven Models to Control Systems}, volume={149}, DOI={10.1016/j.automatica.2022.110840}, number={110840}, journal={Automatica}, publisher={Elsevier}, author={Peitz, Sebastian and Bieker, Katharina}, year={2023} }","short":"S. Peitz, K. Bieker, Automatica 149 (2023).","ieee":"S. Peitz and K. Bieker, “On the Universal Transformation of Data-Driven Models to Control Systems,” Automatica, vol. 149, Art. no. 110840, 2023, doi: 10.1016/j.automatica.2022.110840."},"type":"journal_article","intvolume":" 149","_id":"21199","article_number":"110840","publication":"Automatica","author":[{"first_name":"Sebastian","orcid":"0000-0002-3389-793X","full_name":"Peitz, Sebastian","last_name":"Peitz","id":"47427"},{"first_name":"Katharina","full_name":"Bieker, Katharina","last_name":"Bieker","id":"32829"}],"publisher":"Elsevier","volume":149,"date_created":"2021-02-10T07:04:15Z","status":"public","abstract":[{"text":"As in almost every other branch of science, the major advances in data\r\nscience and machine learning have also resulted in significant improvements\r\nregarding the modeling and simulation of nonlinear dynamical systems. It is\r\nnowadays possible to make accurate medium to long-term predictions of highly\r\ncomplex systems such as the weather, the dynamics within a nuclear fusion\r\nreactor, of disease models or the stock market in a very efficient manner. In\r\nmany cases, predictive methods are advertised to ultimately be useful for\r\ncontrol, as the control of high-dimensional nonlinear systems is an engineering\r\ngrand challenge with huge potential in areas such as clean and efficient energy\r\nproduction, or the development of advanced medical devices. However, the\r\nquestion of how to use a predictive model for control is often left unanswered\r\ndue to the associated challenges, namely a significantly higher system\r\ncomplexity, the requirement of much larger data sets and an increased and often\r\nproblem-specific modeling effort. To solve these issues, we present a universal\r\nframework (which we call QuaSiModO:\r\nQuantization-Simulation-Modeling-Optimization) to transform arbitrary\r\npredictive models into control systems and use them for feedback control. The\r\nadvantages of our approach are a linear increase in data requirements with\r\nrespect to the control dimension, performance guarantees that rely exclusively\r\non the accuracy of the predictive model, and only little prior knowledge\r\nrequirements in control theory to solve complex control problems. In particular\r\nthe latter point is of key importance to enable a large number of researchers\r\nand practitioners to exploit the ever increasing capabilities of predictive\r\nmodels for control in a straight-forward and systematic fashion.","lang":"eng"}],"user_id":"47427","language":[{"iso":"eng"}],"date_updated":"2023-01-07T12:01:58Z","doi":"10.1016/j.automatica.2022.110840","oa":"1","department":[{"_id":"101"},{"_id":"655"}],"publication_status":"published","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"title":"On the Universal Transformation of Data-Driven Models to Control Systems"},{"title":"Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering","user_id":"15782","publication_status":"published","date_created":"2023-01-19T10:39:14Z","status":"public","publication":"2022 IEEE International Symposium on Systems Engineering (ISSE)","department":[{"_id":"563"}],"publisher":"IEEE","author":[{"last_name":"Schrader","full_name":"Schrader, Elena","first_name":"Elena"},{"last_name":"Bernijazov","full_name":"Bernijazov, Ruslan","first_name":"Ruslan"},{"last_name":"Foullois","first_name":"Marc","full_name":"Foullois, Marc"},{"last_name":"Hillebrand","full_name":"Hillebrand, Michael","first_name":"Michael"},{"full_name":"Kaiser, Lydia","first_name":"Lydia","last_name":"Kaiser"},{"last_name":"Dumitrescu","id":"16190","first_name":"Roman","full_name":"Dumitrescu, Roman"}],"doi":"10.1109/isse54508.2022.10005487","_id":"37553","date_updated":"2023-01-19T10:43:05Z","year":"2023","citation":{"ieee":"E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, and R. Dumitrescu, “Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering,” 2023, doi: 10.1109/isse54508.2022.10005487.","short":"E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, R. Dumitrescu, in: 2022 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2023.","bibtex":"@inproceedings{Schrader_Bernijazov_Foullois_Hillebrand_Kaiser_Dumitrescu_2023, title={Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering}, DOI={10.1109/isse54508.2022.10005487}, booktitle={2022 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE}, author={Schrader, Elena and Bernijazov, Ruslan and Foullois, Marc and Hillebrand, Michael and Kaiser, Lydia and Dumitrescu, Roman}, year={2023} }","mla":"Schrader, Elena, et al. “Examples of AI-Based Assistance Systems in Context of Model-Based Systems Engineering.” 2022 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2023, doi:10.1109/isse54508.2022.10005487.","apa":"Schrader, E., Bernijazov, R., Foullois, M., Hillebrand, M., Kaiser, L., & Dumitrescu, R. (2023). 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IEEE, 2023. https://doi.org/10.1109/isse54508.2022.10005487."},"type":"conference","language":[{"iso":"eng"}]},{"doi":"10.1145/3551349.3561156","oa":"1","_id":"35426","date_updated":"2023-01-19T13:50:18Z","year":"2023","citation":{"ieee":"C. Richter, J. F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, and H. Wehrheim, “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?,” 2023, doi: 10.1145/3551349.3561156.","short":"C. Richter, J.F. Haltermann, M.-C. Jakobs, F. Pauck, S. Schott, H. Wehrheim, in: 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023.","bibtex":"@inproceedings{Richter_Haltermann_Jakobs_Pauck_Schott_Wehrheim_2023, title={Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?}, DOI={10.1145/3551349.3561156}, booktitle={37th IEEE/ACM International Conference on Automated Software Engineering}, publisher={ACM}, author={Richter, Cedric and Haltermann, Jan Frederik and Jakobs, Marie-Christine and Pauck, Felix and Schott, Stefan and Wehrheim, Heike}, year={2023} }","mla":"Richter, Cedric, et al. “Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?” 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023, doi:10.1145/3551349.3561156.","apa":"Richter, C., Haltermann, J. F., Jakobs, M.-C., Pauck, F., Schott, S., & Wehrheim, H. (2023). 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ACM, 2023. https://doi.org/10.1145/3551349.3561156."},"type":"conference","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://doi.org/10.1145/3551349.3561156"}],"title":"Are Neural Bug Detectors Comparable to Software Developers on Variable Misuse Bugs?","user_id":"477","publication_status":"published","date_created":"2023-01-09T06:28:44Z","project":[{"_id":"3","name":"SFB 901 - B: SFB 901 - Project Area B"},{"name":"SFB 901 - B4: SFB 901 - Subproject B4","_id":"12"},{"name":"SFB 901: SFB 901","_id":"1"}],"status":"public","department":[{"_id":"77"}],"publication":"37th IEEE/ACM International Conference on Automated Software Engineering","publisher":"ACM","author":[{"full_name":"Richter, Cedric","first_name":"Cedric","id":"50003","last_name":"Richter"},{"first_name":"Jan Frederik","full_name":"Haltermann, Jan Frederik","last_name":"Haltermann","id":"44413"},{"last_name":"Jakobs","full_name":"Jakobs, Marie-Christine","first_name":"Marie-Christine"},{"id":"22398","last_name":"Pauck","full_name":"Pauck, Felix","first_name":"Felix"},{"first_name":"Stefan","full_name":"Schott, Stefan","last_name":"Schott","id":"54847"},{"id":"573","last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}]},{"title":"Benchmark Fuzzing for Android Taint Analyses","user_id":"477","publication_status":"published","status":"public","date_created":"2023-01-16T07:17:12Z","project":[{"_id":"107","name":"SFB 901 - T3: SFB 901 -Subproject T3"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"_id":"1","name":"SFB 901: SFB 901"}],"author":[{"id":"54847","last_name":"Schott","full_name":"Schott, Stefan","first_name":"Stefan"},{"id":"22398","last_name":"Pauck","full_name":"Pauck, Felix","first_name":"Felix"}],"publisher":"IEEE","department":[{"_id":"77"}],"publication":"2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)","doi":"10.1109/scam55253.2022.00007","date_updated":"2023-01-19T13:49:06Z","_id":"36848","citation":{"ieee":"S. Schott and F. Pauck, “Benchmark Fuzzing for Android Taint Analyses,” 2023, doi: 10.1109/scam55253.2022.00007.","short":"S. Schott, F. Pauck, in: 2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM), IEEE, 2023.","mla":"Schott, Stefan, and Felix Pauck. “Benchmark Fuzzing for Android Taint Analyses.” 2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM), IEEE, 2023, doi:10.1109/scam55253.2022.00007.","bibtex":"@inproceedings{Schott_Pauck_2023, title={Benchmark Fuzzing for Android Taint Analyses}, DOI={10.1109/scam55253.2022.00007}, booktitle={2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM)}, publisher={IEEE}, author={Schott, Stefan and Pauck, Felix}, year={2023} }","chicago":"Schott, Stefan, and Felix Pauck. “Benchmark Fuzzing for Android Taint Analyses.” In 2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM). IEEE, 2023. https://doi.org/10.1109/scam55253.2022.00007.","ama":"Schott S, Pauck F. Benchmark Fuzzing for Android Taint Analyses. In: 2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM). IEEE; 2023. doi:10.1109/scam55253.2022.00007","apa":"Schott, S., & Pauck, F. (2023). Benchmark Fuzzing for Android Taint Analyses. 2022 IEEE 22nd International Working Conference on Source Code Analysis and Manipulation (SCAM). https://doi.org/10.1109/scam55253.2022.00007"},"type":"conference","year":"2023","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10006876"}]},{"title":"Scaling Arbitrary Android App Analyses","user_id":"477","publication_status":"published","date_created":"2023-01-09T06:32:33Z","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"}],"status":"public","department":[{"_id":"77"}],"publication":"37th IEEE/ACM International Conference on Automated Software Engineering","publisher":"ACM","author":[{"id":"22398","last_name":"Pauck","full_name":"Pauck, Felix","first_name":"Felix"}],"doi":"10.1145/3551349.3561339","oa":"1","date_updated":"2023-01-19T13:49:52Z","_id":"35427","year":"2023","citation":{"chicago":"Pauck, Felix. “Scaling Arbitrary Android App Analyses.” In 37th IEEE/ACM International Conference on Automated Software Engineering. ACM, 2023. https://doi.org/10.1145/3551349.3561339.","ama":"Pauck F. Scaling Arbitrary Android App Analyses. In: 37th IEEE/ACM International Conference on Automated Software Engineering. ACM; 2023. doi:10.1145/3551349.3561339","apa":"Pauck, F. (2023). Scaling Arbitrary Android App Analyses. 37th IEEE/ACM International Conference on Automated Software Engineering. https://doi.org/10.1145/3551349.3561339","mla":"Pauck, Felix. “Scaling Arbitrary Android App Analyses.” 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023, doi:10.1145/3551349.3561339.","bibtex":"@inproceedings{Pauck_2023, title={Scaling Arbitrary Android App Analyses}, DOI={10.1145/3551349.3561339}, booktitle={37th IEEE/ACM International Conference on Automated Software Engineering}, publisher={ACM}, author={Pauck, Felix}, year={2023} }","short":"F. Pauck, in: 37th IEEE/ACM International Conference on Automated Software Engineering, ACM, 2023.","ieee":"F. Pauck, “Scaling Arbitrary Android App Analyses,” 2023, doi: 10.1145/3551349.3561339."},"type":"conference","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://doi.org/10.1145/3551349.3561339","open_access":"1"}]},{"language":[{"iso":"eng"}],"type":"preprint","citation":{"ieee":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, and F. Nüske, “Error bounds for kernel-based approximations of the Koopman operator,” arXiv:2301.08637. 2023.","short":"F. Philipp, M. Schaller, K. Worthmann, S. Peitz, F. Nüske, ArXiv:2301.08637 (2023).","bibtex":"@article{Philipp_Schaller_Worthmann_Peitz_Nüske_2023, title={Error bounds for kernel-based approximations of the Koopman operator}, journal={arXiv:2301.08637}, author={Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl and Peitz, Sebastian and Nüske, Feliks}, year={2023} }","mla":"Philipp, Friedrich, et al. “Error Bounds for Kernel-Based Approximations of the Koopman Operator.” ArXiv:2301.08637, 2023.","chicago":"Philipp, Friedrich, Manuel Schaller, Karl Worthmann, Sebastian Peitz, and Feliks Nüske. “Error Bounds for Kernel-Based Approximations of the Koopman Operator.” ArXiv:2301.08637, 2023.","ama":"Philipp F, Schaller M, Worthmann K, Peitz S, Nüske F. Error bounds for kernel-based approximations of the Koopman operator. arXiv:230108637. Published online 2023.","apa":"Philipp, F., Schaller, M., Worthmann, K., Peitz, S., & Nüske, F. (2023). Error bounds for kernel-based approximations of the Koopman operator. In arXiv:2301.08637."},"year":"2023","main_file_link":[{"open_access":"1","url":"https://arxiv.org/pdf/2301.08637"}],"oa":"1","date_updated":"2023-01-23T07:04:12Z","_id":"38031","status":"public","date_created":"2023-01-23T07:03:39Z","author":[{"first_name":"Friedrich","full_name":"Philipp, Friedrich","last_name":"Philipp"},{"first_name":"Manuel","full_name":"Schaller, Manuel","last_name":"Schaller"},{"last_name":"Worthmann","first_name":"Karl","full_name":"Worthmann, Karl"},{"full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian","id":"47427","last_name":"Peitz"},{"full_name":"Nüske, Feliks","first_name":"Feliks","last_name":"Nüske"}],"department":[{"_id":"655"}],"publication":"arXiv:2301.08637","user_id":"47427","title":"Error bounds for kernel-based approximations of the Koopman operator","external_id":{"arxiv":["2301.08637"]},"abstract":[{"text":"We consider the data-driven approximation of the Koopman operator for\r\nstochastic differential equations on reproducing kernel Hilbert spaces (RKHS).\r\nOur focus is on the estimation error if the data are collected from long-term\r\nergodic simulations. We derive both an exact expression for the variance of the\r\nkernel cross-covariance operator, measured in the Hilbert-Schmidt norm, and\r\nprobabilistic bounds for the finite-data estimation error. Moreover, we derive\r\na bound on the prediction error of observables in the RKHS using a finite\r\nMercer series expansion. Further, assuming Koopman-invariance of the RKHS, we\r\nprovide bounds on the full approximation error. Numerical experiments using the\r\nOrnstein-Uhlenbeck process illustrate our results.","lang":"eng"}]},{"citation":{"bibtex":"@book{Pilot_2023, title={Updatable Privacy-Preserving Reputation System based on Blockchain}, author={Pilot, Matthias}, year={2023} }","mla":"Pilot, Matthias. Updatable Privacy-Preserving Reputation System Based on Blockchain. 2023.","chicago":"Pilot, Matthias. Updatable Privacy-Preserving Reputation System Based on Blockchain, 2023.","apa":"Pilot, M. (2023). Updatable Privacy-Preserving Reputation System based on Blockchain.","ama":"Pilot M. Updatable Privacy-Preserving Reputation System Based on Blockchain.; 2023.","ieee":"M. Pilot, Updatable Privacy-Preserving Reputation System based on Blockchain. 2023.","short":"M. Pilot, Updatable Privacy-Preserving Reputation System Based on Blockchain, 2023."},"year":"2023","type":"mastersthesis","language":[{"iso":"eng"}],"supervisor":[{"full_name":"Blömer, Johannes","first_name":"Johannes","id":"23","last_name":"Blömer"}],"_id":"40440","date_updated":"2023-01-26T16:08:11Z","status":"public","date_created":"2023-01-26T16:07:19Z","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"}],"author":[{"last_name":"Pilot","first_name":"Matthias","full_name":"Pilot, Matthias"}],"department":[{"_id":"7"},{"_id":"64"}],"title":"Updatable Privacy-Preserving Reputation System based on Blockchain","user_id":"27207","extern":"1"},{"_id":"40511","date_updated":"2023-01-27T12:26:06Z","doi":"10.5040/9781350296947.ch-022","citation":{"apa":"Hüsing, S., Schulte, C., & Winkelnkemper, F. (2023). Epistemic Programming. In Computer Science Education. Bloomsbury Academic. https://doi.org/10.5040/9781350296947.ch-022","ama":"Hüsing S, Schulte C, Winkelnkemper F. Epistemic Programming. In: Computer Science Education. Bloomsbury Academic; 2023. doi:10.5040/9781350296947.ch-022","chicago":"Hüsing, Sven, Carsten Schulte, and Felix Winkelnkemper. “Epistemic Programming.” In Computer Science Education. Bloomsbury Academic, 2023. https://doi.org/10.5040/9781350296947.ch-022.","mla":"Hüsing, Sven, et al. “Epistemic Programming.” Computer Science Education, Bloomsbury Academic, 2023, doi:10.5040/9781350296947.ch-022.","bibtex":"@inbook{Hüsing_Schulte_Winkelnkemper_2023, title={Epistemic Programming}, DOI={10.5040/9781350296947.ch-022}, booktitle={Computer Science Education}, publisher={Bloomsbury Academic}, author={Hüsing, Sven and Schulte, Carsten and Winkelnkemper, Felix}, year={2023} }","short":"S. Hüsing, C. Schulte, F. Winkelnkemper, in: Computer Science Education, Bloomsbury Academic, 2023.","ieee":"S. Hüsing, C. Schulte, and F. 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Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs. arXiv:230207160. Published online 2023.","apa":"Werner, S., & Peitz, S. (2023). Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs. In arXiv:2302.07160.","chicago":"Werner, Stefan, and Sebastian Peitz. “Learning a Model Is Paramount for Sample Efficiency in Reinforcement Learning Control of PDEs.” ArXiv:2302.07160, 2023.","bibtex":"@article{Werner_Peitz_2023, title={Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs}, journal={arXiv:2302.07160}, author={Werner, Stefan and Peitz, Sebastian}, year={2023} }","mla":"Werner, Stefan, and Sebastian Peitz. “Learning a Model Is Paramount for Sample Efficiency in Reinforcement Learning Control of PDEs.” ArXiv:2302.07160, 2023.","short":"S. Werner, S. Peitz, ArXiv:2302.07160 (2023).","ieee":"S. Werner and S. 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To breach the gap between the immense promises we see in RL and the applicability in complex engineering systems, the main challenges are the massive requirements in terms of the training data, as well as the lack of performance guarantees. We present a solution for the first issue using a data-driven surrogate model in the form of a convolutional LSTM with actuation. We demonstrate that learning an actuated model in parallel to training the RL agent significantly reduces the total amount of required data sampled from the real system. Furthermore, we show that iteratively updating the model is of major importance to avoid biases in the RL training. Detailed ablation studies reveal the most important ingredients of the modeling process. We use the chaotic Kuramoto-Sivashinsky equation do demonstarte our findings."}]},{"page":"53:1-53:23","year":"2023","citation":{"ieee":"S. Gharibian and D. 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Rudolph, in: 14th Innovations in Theoretical Computer Science (ITCS), 2023, p. 53:1-53:23.","mla":"Gharibian, Sevag, and Dorian Rudolph. “Quantum Space, Ground Space Traversal, and How to Embed Multi-Prover Interactive Proofs into Unentanglement.” 14th Innovations in Theoretical Computer Science (ITCS), vol. 251, 2023, p. 53:1-53:23, doi:10.4230/LIPIcs.ITCS.2023.53.","bibtex":"@inproceedings{Gharibian_Rudolph_2023, title={Quantum space, ground space traversal, and how to embed multi-prover interactive proofs into unentanglement}, volume={251}, DOI={10.4230/LIPIcs.ITCS.2023.53}, booktitle={14th Innovations in Theoretical Computer Science (ITCS)}, author={Gharibian, Sevag and Rudolph, Dorian}, year={2023}, pages={53:1-53:23} }","apa":"Gharibian, S., & Rudolph, D. (2023). Quantum space, ground space traversal, and how to embed multi-prover interactive proofs into unentanglement. 14th Innovations in Theoretical Computer Science (ITCS), 251, 53:1-53:23. https://doi.org/10.4230/LIPIcs.ITCS.2023.53","ama":"Gharibian S, Rudolph D. Quantum space, ground space traversal, and how to embed multi-prover interactive proofs into unentanglement. In: 14th Innovations in Theoretical Computer Science (ITCS). Vol 251. ; 2023:53:1-53:23. doi:10.4230/LIPIcs.ITCS.2023.53","chicago":"Gharibian, Sevag, and Dorian Rudolph. “Quantum Space, Ground Space Traversal, and How to Embed Multi-Prover Interactive Proofs into Unentanglement.” In 14th Innovations in Theoretical Computer Science (ITCS), 251:53:1-53:23, 2023. https://doi.org/10.4230/LIPIcs.ITCS.2023.53."},"type":"conference","_id":"31872","intvolume":" 251","publication":"14th Innovations in Theoretical Computer Science (ITCS)","author":[{"last_name":"Gharibian","id":"71541","first_name":"Sevag","orcid":"0000-0002-9992-3379","full_name":"Gharibian, Sevag"},{"last_name":"Rudolph","first_name":"Dorian","full_name":"Rudolph, Dorian"}],"volume":251,"date_created":"2022-06-13T14:40:46Z","status":"public","abstract":[{"lang":"eng","text":"Savitch's theorem states that NPSPACE computations can be simulated in\r\nPSPACE. We initiate the study of a quantum analogue of NPSPACE, denoted\r\nStreaming-QCMASPACE (SQCMASPACE), where an exponentially long classical proof\r\nis streamed to a poly-space quantum verifier. Besides two main results, we also\r\nshow that a quantum analogue of Savitch's theorem is unlikely to hold, as\r\nSQCMASPACE=NEXP. For completeness, we introduce Streaming-QMASPACE (SQMASPACE)\r\nwith an exponentially long streamed quantum proof, and show SQMASPACE=QMA_EXP\r\n(quantum analogue of NEXP). Our first main result shows, in contrast to the\r\nclassical setting, the solution space of a quantum constraint satisfaction\r\nproblem (i.e. a local Hamiltonian) is always connected when exponentially long\r\nproofs are permitted. For this, we show how to simulate any Lipschitz\r\ncontinuous path on the unit hypersphere via a sequence of local unitary gates,\r\nat the expense of blowing up the circuit size. This shows quantum\r\nerror-correcting codes can be unable to detect one codeword erroneously\r\nevolving to another if the evolution happens sufficiently slowly, and answers\r\nan open question of [Gharibian, Sikora, ICALP 2015] regarding the Ground State\r\nConnectivity problem. Our second main result is that any SQCMASPACE computation\r\ncan be embedded into \"unentanglement\", i.e. into a quantum constraint\r\nsatisfaction problem with unentangled provers. Formally, we show how to embed\r\nSQCMASPACE into the Sparse Separable Hamiltonian problem of [Chailloux,\r\nSattath, CCC 2012] (QMA(2)-complete for 1/poly promise gap), at the expense of\r\nscaling the promise gap with the streamed proof size. As a corollary, we obtain\r\nthe first systematic construction for obtaining QMA(2)-type upper bounds on\r\narbitrary multi-prover interactive proof systems, where the QMA(2) promise gap\r\nscales exponentially with the number of bits of communication in the\r\ninteractive proof."}],"user_id":"71541","language":[{"iso":"eng"}],"date_updated":"2023-02-28T11:06:55Z","doi":"10.4230/LIPIcs.ITCS.2023.53","department":[{"_id":"623"},{"_id":"7"}],"publication_status":"published","external_id":{"arxiv":["2206.05243"]},"title":"Quantum space, ground space traversal, and how to embed multi-prover interactive proofs into unentanglement"},{"department":[{"_id":"101"},{"_id":"655"}],"title":"On the structure of regularization paths for piecewise differentiable regularization terms","language":[{"iso":"eng"}],"date_updated":"2023-03-11T17:16:33Z","doi":"10.1007/s10898-022-01223-2","oa":"1","publication":"Journal of Global Optimization","author":[{"full_name":"Gebken, Bennet","first_name":"Bennet","id":"32643","last_name":"Gebken"},{"id":"32829","last_name":"Bieker","full_name":"Bieker, Katharina","first_name":"Katharina"},{"first_name":"Sebastian","orcid":"0000-0002-3389-793X","full_name":"Peitz, Sebastian","last_name":"Peitz","id":"47427"}],"volume":85,"date_created":"2021-11-15T09:24:59Z","status":"public","abstract":[{"lang":"eng","text":"Regularization is used in many different areas of optimization when solutions\r\nare sought which not only minimize a given function, but also possess a certain\r\ndegree of regularity. Popular applications are image denoising, sparse\r\nregression and machine learning. Since the choice of the regularization\r\nparameter is crucial but often difficult, path-following methods are used to\r\napproximate the entire regularization path, i.e., the set of all possible\r\nsolutions for all regularization parameters. Due to their nature, the\r\ndevelopment of these methods requires structural results about the\r\nregularization path. The goal of this article is to derive these results for\r\nthe case of a smooth objective function which is penalized by a piecewise\r\ndifferentiable regularization term. We do this by treating regularization as a\r\nmultiobjective optimization problem. Our results suggest that even in this\r\ngeneral case, the regularization path is piecewise smooth. Moreover, our theory\r\nallows for a classification of the nonsmooth features that occur in between\r\nsmooth parts. This is demonstrated in two applications, namely support-vector\r\nmachines and exact penalty methods."}],"user_id":"47427","main_file_link":[{"url":"https://link.springer.com/content/pdf/10.1007/s10898-022-01223-2.pdf","open_access":"1"}],"page":"709-741","type":"journal_article","year":"2023","citation":{"short":"B. Gebken, K. Bieker, S. Peitz, Journal of Global Optimization 85 (2023) 709–741.","ieee":"B. Gebken, K. Bieker, and S. Peitz, “On the structure of regularization paths for piecewise differentiable regularization terms,” Journal of Global Optimization, vol. 85, no. 3, pp. 709–741, 2023, doi: 10.1007/s10898-022-01223-2.","chicago":"Gebken, Bennet, Katharina Bieker, and Sebastian Peitz. “On the Structure of Regularization Paths for Piecewise Differentiable Regularization Terms.” Journal of Global Optimization 85, no. 3 (2023): 709–41. https://doi.org/10.1007/s10898-022-01223-2.","ama":"Gebken B, Bieker K, Peitz S. On the structure of regularization paths for piecewise differentiable regularization terms. Journal of Global Optimization. 2023;85(3):709-741. doi:10.1007/s10898-022-01223-2","apa":"Gebken, B., Bieker, K., & Peitz, S. (2023). On the structure of regularization paths for piecewise differentiable regularization terms. Journal of Global Optimization, 85(3), 709–741. https://doi.org/10.1007/s10898-022-01223-2","mla":"Gebken, Bennet, et al. “On the Structure of Regularization Paths for Piecewise Differentiable Regularization Terms.” Journal of Global Optimization, vol. 85, no. 3, 2023, pp. 709–41, doi:10.1007/s10898-022-01223-2.","bibtex":"@article{Gebken_Bieker_Peitz_2023, title={On the structure of regularization paths for piecewise differentiable regularization terms}, volume={85}, DOI={10.1007/s10898-022-01223-2}, number={3}, journal={Journal of Global Optimization}, author={Gebken, Bennet and Bieker, Katharina and Peitz, Sebastian}, year={2023}, pages={709–741} }"},"intvolume":" 85","_id":"27426","issue":"3"},{"date_updated":"2023-03-20T07:42:34Z","_id":"43048","type":"preprint","year":"2023","citation":{"short":"C. Lienen, S.H. Middeke, M. Platzner, (2023).","ieee":"C. Lienen, S. H. Middeke, and M. Platzner, “fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications.” 2023.","apa":"Lienen, C., Middeke, S. H., & Platzner, M. (2023). fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications.","ama":"Lienen C, Middeke SH, Platzner M. fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications. Published online 2023.","chicago":"Lienen, Christian, Sorel Horst Middeke, and Marco Platzner. “FpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications,” 2023.","bibtex":"@article{Lienen_Middeke_Platzner_2023, title={fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications}, author={Lienen, Christian and Middeke, Sorel Horst and Platzner, Marco}, year={2023} }","mla":"Lienen, Christian, et al. FpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications. 2023."},"language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/pdf/2303.00532.pdf"}],"title":"fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications","user_id":"60323","status":"public","date_created":"2023-03-20T07:41:47Z","author":[{"full_name":"Lienen, Christian","first_name":"Christian","id":"60323","last_name":"Lienen"},{"first_name":"Sorel Horst","full_name":"Middeke, Sorel Horst","last_name":"Middeke"},{"id":"398","last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"}],"department":[{"_id":"78"}]},{"language":[{"iso":"eng"}],"page":"113756","citation":{"short":"T. Götte, C. Kolb, C. Scheideler, J. Werthmann, Theor. Comput. Sci. 950 (2023) 113756.","ieee":"T. Götte, C. Kolb, C. Scheideler, and J. Werthmann, “Beep-and-Sleep: Message and Energy Efficient Set Cover,” Theor. Comput. Sci., vol. 950, p. 113756, 2023, doi: 10.1016/j.tcs.2023.113756.","apa":"Götte, T., Kolb, C., Scheideler, C., & Werthmann, J. (2023). Beep-and-Sleep: Message and Energy Efficient Set Cover. Theor. Comput. Sci., 950, 113756. https://doi.org/10.1016/j.tcs.2023.113756","ama":"Götte T, Kolb C, Scheideler C, Werthmann J. Beep-and-Sleep: Message and Energy Efficient Set Cover. Theor Comput Sci. 2023;950:113756. doi:10.1016/j.tcs.2023.113756","chicago":"Götte, Thorsten, Christina Kolb, Christian Scheideler, and Julian Werthmann. “Beep-and-Sleep: Message and Energy Efficient Set Cover.” Theor. Comput. Sci. 950 (2023): 113756. https://doi.org/10.1016/j.tcs.2023.113756.","bibtex":"@article{Götte_Kolb_Scheideler_Werthmann_2023, title={Beep-and-Sleep: Message and Energy Efficient Set Cover}, volume={950}, DOI={10.1016/j.tcs.2023.113756}, journal={Theor. Comput. Sci.}, author={Götte, Thorsten and Kolb, Christina and Scheideler, Christian and Werthmann, Julian}, year={2023}, pages={113756} }","mla":"Götte, Thorsten, et al. “Beep-and-Sleep: Message and Energy Efficient Set Cover.” Theor. Comput. Sci., vol. 950, 2023, p. 113756, doi:10.1016/j.tcs.2023.113756."},"type":"journal_article","year":"2023","_id":"43109","date_updated":"2023-03-27T09:55:04Z","intvolume":" 950","doi":"10.1016/j.tcs.2023.113756","publication":"Theor. Comput. Sci.","department":[{"_id":"79"}],"author":[{"full_name":"Götte, Thorsten","first_name":"Thorsten","id":"34727","last_name":"Götte"},{"last_name":"Kolb","full_name":"Kolb, Christina","first_name":"Christina"},{"first_name":"Christian","full_name":"Scheideler, Christian","last_name":"Scheideler","id":"20792"},{"first_name":"Julian","full_name":"Werthmann, Julian","last_name":"Werthmann","id":"50024"}],"date_created":"2023-03-27T07:45:44Z","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A1: SFB 901 - Subproject A1","_id":"5"}],"status":"public","volume":950,"user_id":"15504","title":"Beep-and-Sleep: Message and Energy Efficient Set Cover"},{"year":"2023","type":"conference","citation":{"chicago":"Yigitbas, Enes, Alexander Nowosad, and Gregor Engels. “Supporting Construction and Architectural Visualization through BIM and AR/VR: A Systematic Literature Review.” In Proceedings of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2023). Springer, 2023.","ama":"Yigitbas E, Nowosad A, Engels G. Supporting Construction and Architectural Visualization through BIM and AR/VR: A Systematic Literature Review. In: Proceedings of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2023). Springer; 2023.","apa":"Yigitbas, E., Nowosad, A., & Engels, G. (2023). Supporting Construction and Architectural Visualization through BIM and AR/VR: A Systematic Literature Review. Proceedings of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2023).","mla":"Yigitbas, Enes, et al. “Supporting Construction and Architectural Visualization through BIM and AR/VR: A Systematic Literature Review.” Proceedings of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2023), Springer, 2023.","bibtex":"@inproceedings{Yigitbas_Nowosad_Engels_2023, title={Supporting Construction and Architectural Visualization through BIM and AR/VR: A Systematic Literature Review}, booktitle={Proceedings of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2023)}, publisher={Springer}, author={Yigitbas, Enes and Nowosad, Alexander and Engels, Gregor}, year={2023} }","short":"E. Yigitbas, A. Nowosad, G. Engels, in: Proceedings of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2023), Springer, 2023.","ieee":"E. Yigitbas, A. Nowosad, and G. Engels, “Supporting Construction and Architectural Visualization through BIM and AR/VR: A Systematic Literature Review,” 2023."},"language":[{"iso":"eng"}],"date_updated":"2023-04-06T07:26:55Z","_id":"43424","status":"public","date_created":"2023-04-06T07:26:07Z","author":[{"id":"8447","last_name":"Yigitbas","orcid":"0000-0002-5967-833X","full_name":"Yigitbas, Enes","first_name":"Enes"},{"full_name":"Nowosad, Alexander","first_name":"Alexander","last_name":"Nowosad"},{"id":"107","last_name":"Engels","full_name":"Engels, Gregor","first_name":"Gregor"}],"publisher":"Springer","department":[{"_id":"66"},{"_id":"534"}],"publication":"Proceedings of the 19th IFIP TC13 International Conference on Human-Computer Interaction (INTERACT 2023)","title":"Supporting Construction and Architectural Visualization through BIM and AR/VR: A Systematic Literature Review","user_id":"8447"},{"author":[{"first_name":"Manuel","full_name":"Schaller, Manuel","last_name":"Schaller"},{"last_name":"Worthmann","full_name":"Worthmann, Karl","first_name":"Karl"},{"full_name":"Philipp, Friedrich","first_name":"Friedrich","last_name":"Philipp"},{"full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian","id":"47427","last_name":"Peitz"},{"first_name":"Feliks","orcid":"0000-0003-2444-7889","full_name":"Nüske, Feliks","last_name":"Nüske","id":"81513"}],"publication":"IFAC-PapersOnLine","volume":56,"status":"public","date_created":"2022-02-25T17:14:58Z","abstract":[{"lang":"eng","text":"We present an approach for guaranteed constraint satisfaction by means of data-based optimal control, where the model is unknown and has to be obtained from measurement data. To this end, we utilize the Koopman framework and an eDMD-based bilinear surrogate modeling approach for control systems to show an error bound on predicted observables, i.e., functions of the state. This result is then applied to the constraints of the optimal control problem to show that satisfaction of tightened constraints in the purely data-based surrogate model implies constraint satisfaction for the original system."}],"user_id":"47427","main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S2405896323002173/pdf?md5=164ee9a0343a1bd0e0b9ac4187e44b77&pid=1-s2.0-S2405896323002173-main.pdf","open_access":"1"}],"year":"2023","type":"conference","citation":{"chicago":"Schaller, Manuel, Karl Worthmann, Friedrich Philipp, Sebastian Peitz, and Feliks Nüske. “Towards Reliable Data-Based Optimal and Predictive Control Using Extended DMD.” In IFAC-PapersOnLine, 56:169–74, 2023. https://doi.org/10.1016/j.ifacol.2023.02.029.","ama":"Schaller M, Worthmann K, Philipp F, Peitz S, Nüske F. Towards reliable data-based optimal and predictive control using extended DMD. In: IFAC-PapersOnLine. Vol 56. ; 2023:169-174. doi:10.1016/j.ifacol.2023.02.029","apa":"Schaller, M., Worthmann, K., Philipp, F., Peitz, S., & Nüske, F. (2023). Towards reliable data-based optimal and predictive control using extended DMD. IFAC-PapersOnLine, 56(1), 169–174. https://doi.org/10.1016/j.ifacol.2023.02.029","bibtex":"@inproceedings{Schaller_Worthmann_Philipp_Peitz_Nüske_2023, title={Towards reliable data-based optimal and predictive control using extended DMD}, volume={56}, DOI={10.1016/j.ifacol.2023.02.029}, number={1}, booktitle={IFAC-PapersOnLine}, author={Schaller, Manuel and Worthmann, Karl and Philipp, Friedrich and Peitz, Sebastian and Nüske, Feliks}, year={2023}, pages={169–174} }","mla":"Schaller, Manuel, et al. “Towards Reliable Data-Based Optimal and Predictive Control Using Extended DMD.” IFAC-PapersOnLine, vol. 56, no. 1, 2023, pp. 169–74, doi:10.1016/j.ifacol.2023.02.029.","short":"M. Schaller, K. Worthmann, F. Philipp, S. Peitz, F. Nüske, in: IFAC-PapersOnLine, 2023, pp. 169–174.","ieee":"M. Schaller, K. Worthmann, F. Philipp, S. Peitz, and F. Nüske, “Towards reliable data-based optimal and predictive control using extended DMD,” in IFAC-PapersOnLine, 2023, vol. 56, no. 1, pp. 169–174, doi: 10.1016/j.ifacol.2023.02.029."},"page":"169-174","_id":"30125","intvolume":" 56","conference":{"name":"12th IFAC Symposium on Nonlinear Control Systems (NOLCOS)"},"issue":"1","department":[{"_id":"655"}],"publication_status":"published","external_id":{"arxiv":["2202.09084"]},"title":"Towards reliable data-based optimal and predictive control using extended DMD","language":[{"iso":"eng"}],"date_updated":"2023-03-17T15:55:33Z","doi":"10.1016/j.ifacol.2023.02.029","oa":"1"},{"user_id":"88252","publisher":"Elsevier BV","author":[{"full_name":"Maack, Marten","first_name":"Marten","last_name":"Maack"}],"publication":"Operations Research Letters","keyword":["Applied Mathematics","Industrial and Manufacturing Engineering","Management Science and Operations Research","Software"],"status":"public","date_created":"2023-04-20T08:59:14Z","volume":51,"intvolume":" 51","_id":"44077","issue":"3","type":"journal_article","year":"2023","citation":{"mla":"Maack, Marten. “Online Load Balancing on Uniform Machines with Limited Migration.” Operations Research Letters, vol. 51, no. 3, Elsevier BV, 2023, pp. 220–25, doi:10.1016/j.orl.2023.02.013.","bibtex":"@article{Maack_2023, title={Online load balancing on uniform machines with limited migration}, volume={51}, DOI={10.1016/j.orl.2023.02.013}, number={3}, journal={Operations Research Letters}, publisher={Elsevier BV}, author={Maack, Marten}, year={2023}, pages={220–225} }","apa":"Maack, M. (2023). Online load balancing on uniform machines with limited migration. Operations Research Letters, 51(3), 220–225. https://doi.org/10.1016/j.orl.2023.02.013","ama":"Maack M. Online load balancing on uniform machines with limited migration. Operations Research Letters. 2023;51(3):220-225. doi:10.1016/j.orl.2023.02.013","chicago":"Maack, Marten. “Online Load Balancing on Uniform Machines with Limited Migration.” Operations Research Letters 51, no. 3 (2023): 220–25. https://doi.org/10.1016/j.orl.2023.02.013.","ieee":"M. Maack, “Online load balancing on uniform machines with limited migration,” Operations Research Letters, vol. 51, no. 3, pp. 220–225, 2023, doi: 10.1016/j.orl.2023.02.013.","short":"M. Maack, Operations Research Letters 51 (2023) 220–225."},"page":"220-225","title":"Online load balancing on uniform machines with limited migration","department":[{"_id":"63"}],"project":[{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C4: SFB 901 - Subproject C4","_id":"16"}],"publication_identifier":{"issn":["0167-6377"]},"date_updated":"2023-04-21T07:53:42Z","doi":"10.1016/j.orl.2023.02.013","language":[{"iso":"eng"}]},{"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"}],"date_created":"2023-04-03T14:07:32Z","has_accepted_license":"1","status":"public","file_date_updated":"2023-04-25T10:49:36Z","department":[{"_id":"64"}],"author":[{"last_name":"Schürmann","first_name":"Patrick","full_name":"Schürmann, Patrick"}],"file":[{"file_size":1367369,"file_id":"44177","creator":"bhenrik","title":" A Formal Comparison of Advanced Digital Signature Primitives","date_updated":"2023-04-25T10:49:36Z","content_type":"application/pdf","relation":"main_file","date_created":"2023-04-25T10:49:36Z","file_name":"masters_thesis_schuermann.pdf","access_level":"open_access"}],"ddc":["000"],"title":" A Formal Comparison of Advanced Digital Signature Primitives","user_id":"41047","type":"mastersthesis","year":"2023","citation":{"apa":"Schürmann, P. (2023). A Formal Comparison of Advanced Digital Signature Primitives.","ama":"Schürmann P. A Formal Comparison of Advanced Digital Signature Primitives.; 2023.","chicago":"Schürmann, Patrick. A Formal Comparison of Advanced Digital Signature Primitives, 2023.","mla":"Schürmann, Patrick. A Formal Comparison of Advanced Digital Signature Primitives. 2023.","bibtex":"@book{Schürmann_2023, title={ A Formal Comparison of Advanced Digital Signature Primitives}, author={Schürmann, Patrick}, year={2023} }","short":"P. Schürmann, A Formal Comparison of Advanced Digital Signature Primitives, 2023.","ieee":"P. Schürmann, A Formal Comparison of Advanced Digital Signature Primitives. 2023."},"supervisor":[{"id":"23","last_name":"Blömer","full_name":"Blömer, Johannes","first_name":"Johannes"}],"language":[{"iso":"eng"}],"oa":"1","_id":"43374","date_updated":"2023-04-25T22:43:21Z"},{"publication_status":"published","department":[{"_id":"623"},{"_id":"7"}],"title":"The Complexity of Translationally Invariant Problems beyond Ground State Energies","external_id":{"arxiv":["2012.12717"]},"language":[{"iso":"eng"}],"oa":"1","doi":"https://doi.org/10.4230/LIPIcs.STACS.2023.54","date_updated":"2023-05-04T17:51:23Z","date_created":"2020-12-24T14:15:09Z","status":"public","volume":254,"publication":"Proceedings of the 40th International Symposium on Theoretical Aspects of Computer Science (STACS)","author":[{"full_name":"Gharibian, Sevag","orcid":"0000-0002-9992-3379","first_name":"Sevag","id":"71541","last_name":"Gharibian"},{"last_name":"Watson","first_name":"James","full_name":"Watson, James"},{"last_name":"Bausch","first_name":"Johannes","full_name":"Bausch, Johannes"}],"user_id":"71541","page":"54:1-54:21","type":"conference","year":"2023","citation":{"ieee":"S. Gharibian, J. Watson, and J. Bausch, “The Complexity of Translationally Invariant Problems beyond Ground State Energies,” in Proceedings of the 40th International Symposium on Theoretical Aspects of Computer Science (STACS), 2023, vol. 254, p. 54:1-54:21, doi: https://doi.org/10.4230/LIPIcs.STACS.2023.54.","short":"S. Gharibian, J. Watson, J. 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Scientific Data. 2023;10(1). doi:10.1038/s41597-023-02199-8","chicago":"Sherif, Mohamed Ahmed, Ana Alexandra Morim da Silva, Svetlana Pestryakova, Abdullah Fathi Ahmed, Sven Niemann, and Axel-Cyrille Ngonga Ngomo. “IngridKG: A FAIR Knowledge Graph of Graffiti.” Scientific Data 10, no. 1 (2023). https://doi.org/10.1038/s41597-023-02199-8.","mla":"Sherif, Mohamed Ahmed, et al. “IngridKG: A FAIR Knowledge Graph of Graffiti.” Scientific Data, vol. 10, no. 1, 318, Springer Science and Business Media LLC, 2023, doi:10.1038/s41597-023-02199-8.","bibtex":"@article{Sherif_da Silva_Pestryakova_Ahmed_Niemann_Ngomo_2023, title={IngridKG: A FAIR Knowledge Graph of Graffiti}, volume={10}, DOI={10.1038/s41597-023-02199-8}, number={1318}, journal={Scientific Data}, publisher={Springer Science and Business Media LLC}, author={Sherif, Mohamed Ahmed and da Silva, Ana Alexandra Morim and Pestryakova, Svetlana and Ahmed, Abdullah Fathi and Niemann, Sven and Ngomo, Axel-Cyrille Ngonga}, year={2023} }"},"type":"journal_article","user_id":"6593","abstract":[{"text":"AbstractGraffiti is an urban phenomenon that is increasingly attracting the interest of the sciences. To the best of our knowledge, no suitable data corpora are available for systematic research until now. The Information System Graffiti in Germany project (Ingrid) closes this gap by dealing with graffiti image collections that have been made available to the project for public use. Within Ingrid, the graffiti images are collected, digitized and annotated. With this work, we aim to support the rapid access to a comprehensive data source on Ingrid targeted especially by researchers. In particular, we present IngridKG, an RDF knowledge graph of annotated graffiti, abides by the Linked Data and FAIR principles. We weekly update IngridKG by augmenting the new annotated graffiti to our knowledge graph. Our generation pipeline applies RDF data conversion, link discovery and data fusion approaches to the original data. The current version of IngridKG contains 460,640,154 triples and is linked to 3 other knowledge graphs by over 200,000 links. In our use case studies, we demonstrate the usefulness of our knowledge graph for different applications.","lang":"eng"}],"date_created":"2023-06-06T09:12:39Z","status":"public","volume":10,"publication":"Scientific Data","keyword":["Library and Information Sciences","Statistics","Probability and Uncertainty","Computer Science Applications","Education","Information Systems","Statistics and Probability"],"author":[{"first_name":"Mohamed Ahmed","full_name":"Sherif, Mohamed Ahmed","last_name":"Sherif"},{"last_name":"da Silva","full_name":"da Silva, Ana Alexandra Morim","first_name":"Ana Alexandra Morim"},{"full_name":"Pestryakova, Svetlana","first_name":"Svetlana","last_name":"Pestryakova"},{"last_name":"Ahmed","full_name":"Ahmed, Abdullah Fathi","first_name":"Abdullah Fathi"},{"first_name":"Sven","full_name":"Niemann, Sven","last_name":"Niemann"},{"last_name":"Ngomo","full_name":"Ngomo, Axel-Cyrille Ngonga","first_name":"Axel-Cyrille Ngonga"}],"publisher":"Springer Science and Business Media LLC","doi":"10.1038/s41597-023-02199-8","date_updated":"2023-06-06T09:17:10Z","language":[{"iso":"eng"}],"title":"IngridKG: A FAIR Knowledge Graph of Graffiti","project":[{"name":"INGRID: INGRID: Informationssystem Graffiti in Deutschland","grant_number":"289287267","_id":"104"}],"publication_status":"published","publication_identifier":{"issn":["2052-4463"]},"department":[{"_id":"574"},{"_id":"115"}]},{"date_updated":"2023-06-13T07:43:11Z","_id":"45580","doi":"10.17619/UNIPB/1-1750","language":[{"iso":"eng"}],"supervisor":[{"full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","id":"15523","last_name":"Meyer auf der Heide"}],"citation":{"short":"J. Castenow, Local Protocols for Contracting and Expanding Robot Formation Problems, 2023.","ieee":"J. Castenow, Local Protocols for Contracting and Expanding Robot Formation Problems. 2023.","apa":"Castenow, J. (2023). Local Protocols for Contracting and Expanding Robot Formation Problems. https://doi.org/10.17619/UNIPB/1-1750","ama":"Castenow J. Local Protocols for Contracting and Expanding Robot Formation Problems.; 2023. doi:10.17619/UNIPB/1-1750","chicago":"Castenow, Jannik. Local Protocols for Contracting and Expanding Robot Formation Problems, 2023. https://doi.org/10.17619/UNIPB/1-1750.","mla":"Castenow, Jannik. Local Protocols for Contracting and Expanding Robot Formation Problems. 2023, doi:10.17619/UNIPB/1-1750.","bibtex":"@book{Castenow_2023, title={Local Protocols for Contracting and Expanding Robot Formation Problems}, DOI={10.17619/UNIPB/1-1750}, author={Castenow, Jannik}, year={2023} }"},"type":"dissertation","year":"2023","user_id":"38705","title":"Local Protocols for Contracting and Expanding Robot Formation Problems","author":[{"last_name":"Castenow","id":"38705","first_name":"Jannik","full_name":"Castenow, Jannik"}],"department":[{"_id":"63"}],"status":"public","project":[{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","grant_number":"160364472","_id":"5"},{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "}],"date_created":"2023-06-12T13:06:58Z"},{"date_updated":"2023-06-12T21:03:14Z","_id":"45579","doi":"10.17619/UNIPB/1-1751","supervisor":[{"last_name":"Meyer auf der Heide","id":"15523","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"}],"language":[{"iso":"eng"}],"citation":{"short":"T. Knollmann, Online Algorithms for Allocating Heterogeneous Resources, 2023.","ieee":"T. Knollmann, Online Algorithms for Allocating Heterogeneous Resources. 2023.","apa":"Knollmann, T. (2023). Online Algorithms for Allocating Heterogeneous Resources. https://doi.org/10.17619/UNIPB/1-1751","ama":"Knollmann T. Online Algorithms for Allocating Heterogeneous Resources.; 2023. doi:10.17619/UNIPB/1-1751","chicago":"Knollmann, Till. Online Algorithms for Allocating Heterogeneous Resources, 2023. https://doi.org/10.17619/UNIPB/1-1751.","mla":"Knollmann, Till. Online Algorithms for Allocating Heterogeneous Resources. 2023, doi:10.17619/UNIPB/1-1751.","bibtex":"@book{Knollmann_2023, title={Online Algorithms for Allocating Heterogeneous Resources}, DOI={10.17619/UNIPB/1-1751}, author={Knollmann, Till}, year={2023} }"},"year":"2023","type":"dissertation","user_id":"39241","title":"Online Algorithms for Allocating Heterogeneous Resources","author":[{"last_name":"Knollmann","id":"39241","first_name":"Till","orcid":"0000-0003-2014-4696","full_name":"Knollmann, Till"}],"department":[{"_id":"63"}],"status":"public","date_created":"2023-06-12T13:05:04Z","project":[{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"grant_number":"160364472","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","_id":"5"},{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"}]},{"main_file_link":[{"open_access":"1","url":"https://openreview.net/forum?id=gBoKJT5JhM"}],"language":[{"iso":"eng"}],"citation":{"short":"S.S. Hotegni, S. Mahabadi, A. Vakilian, in: Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023., n.d.","ieee":"S. S. Hotegni, S. Mahabadi, and A. Vakilian, “Approximation Algorithms for Fair Range Clustering,” presented at the International Conference on Machine Learning, Honolulu, Hawaii, USA.","ama":"Hotegni SS, Mahabadi S, Vakilian A. Approximation Algorithms for Fair Range Clustering. In: Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.","apa":"Hotegni, S. S., Mahabadi, S., & Vakilian, A. (n.d.). Approximation Algorithms for Fair Range Clustering. Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023. International Conference on Machine Learning, Honolulu, Hawaii, USA.","chicago":"Hotegni, Sedjro Salomon, Sepideh Mahabadi, and Ali Vakilian. “Approximation Algorithms for Fair Range Clustering.” In Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023., n.d.","mla":"Hotegni, Sedjro Salomon, et al. “Approximation Algorithms for Fair Range Clustering.” Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.","bibtex":"@inproceedings{Hotegni_Mahabadi_Vakilian, title={Approximation Algorithms for Fair Range Clustering}, booktitle={Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.}, author={Hotegni, Sedjro Salomon and Mahabadi, Sepideh and Vakilian, Ali} }"},"type":"conference","year":"2023","date_updated":"2023-06-20T23:03:12Z","_id":"45695","conference":{"end_date":"2023-07-29","location":"Honolulu, Hawaii, USA","name":"International Conference on Machine Learning","start_date":"2023-07-23"},"oa":"1","author":[{"id":"97995","last_name":"Hotegni","full_name":"Hotegni, Sedjro Salomon","first_name":"Sedjro Salomon"},{"full_name":"Mahabadi, Sepideh","first_name":"Sepideh","last_name":"Mahabadi"},{"full_name":"Vakilian, Ali","first_name":"Ali","last_name":"Vakilian"}],"publication":"Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA. PMLR 202, 2023.","keyword":["Fair range clustering"],"department":[{"_id":"655"}],"status":"public","date_created":"2023-06-20T22:29:33Z","publication_status":"accepted","user_id":"97995","title":"Approximation Algorithms for Fair Range Clustering"},{"title":"We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets","user_id":"83504","author":[{"id":"55616","last_name":"Hebrok","full_name":"Hebrok, Sven Niclas","first_name":"Sven Niclas"},{"first_name":"Simon","full_name":"Nachtigall, Simon","last_name":"Nachtigall"},{"last_name":"Maehren","full_name":"Maehren, Marcel","first_name":"Marcel"},{"last_name":"Erinola","full_name":"Erinola, Nurullah","first_name":"Nurullah"},{"full_name":"Merget, Robert","first_name":"Robert","last_name":"Merget"},{"orcid":"0000-0002-3593-7720","full_name":"Somorovsky, Juraj","first_name":"Juraj","id":"83504","last_name":"Somorovsky"},{"last_name":"Schwenk","full_name":"Schwenk, Jörg","first_name":"Jörg"}],"department":[{"_id":"632"}],"publication":"32nd USENIX Security Symposium","status":"public","date_created":"2023-03-22T08:15:42Z","date_updated":"2023-06-21T06:49:56Z","_id":"43060","oa":"1","main_file_link":[{"open_access":"1","url":"https://www.usenix.org/conference/usenixsecurity23/presentation/hebrok"}],"citation":{"short":"S.N. Hebrok, S. Nachtigall, M. Maehren, N. Erinola, R. Merget, J. Somorovsky, J. Schwenk, in: 32nd USENIX Security Symposium, 2023.","ieee":"S. N. Hebrok et al., “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets,” 2023.","chicago":"Hebrok, Sven Niclas, Simon Nachtigall, Marcel Maehren, Nurullah Erinola, Robert Merget, Juraj Somorovsky, and Jörg Schwenk. “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.” In 32nd USENIX Security Symposium, 2023.","apa":"Hebrok, S. N., Nachtigall, S., Maehren, M., Erinola, N., Merget, R., Somorovsky, J., & Schwenk, J. (2023). We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets. 32nd USENIX Security Symposium.","ama":"Hebrok SN, Nachtigall S, Maehren M, et al. We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets. In: 32nd USENIX Security Symposium. ; 2023.","mla":"Hebrok, Sven Niclas, et al. “We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets.” 32nd USENIX Security Symposium, 2023.","bibtex":"@inproceedings{Hebrok_Nachtigall_Maehren_Erinola_Merget_Somorovsky_Schwenk_2023, title={We Really Need to Talk About Session Tickets: A Large-Scale Analysis of Cryptographic Dangers with TLS Session Tickets}, booktitle={32nd USENIX Security Symposium}, author={Hebrok, Sven Niclas and Nachtigall, Simon and Maehren, Marcel and Erinola, Nurullah and Merget, Robert and Somorovsky, Juraj and Schwenk, Jörg}, year={2023} }"},"type":"conference","year":"2023","language":[{"iso":"eng"}]},{"date_created":"2023-06-23T10:41:54Z","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"status":"public","department":[{"_id":"78"}],"author":[{"last_name":"Simon-Mertens","full_name":"Simon-Mertens, Florian","first_name":"Florian"}],"user_id":"55631","title":"Effizienzanalyse leichtgewichtiger Neuronaler Netze für FPGA-basierte Modulationsklassifikation","supervisor":[{"orcid":"0000-0003-4987-5708","full_name":"Jentzsch, Felix","first_name":"Felix","id":"55631","last_name":"Jentzsch"},{"full_name":"Platzner, Marco","first_name":"Marco","id":"398","last_name":"Platzner"},{"full_name":"Kenter, Tobias","first_name":"Tobias","id":"3145","last_name":"Kenter"}],"language":[{"iso":"eng"}],"citation":{"short":"F. Simon-Mertens, Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für FPGA-Basierte Modulationsklassifikation, 2023.","ieee":"F. Simon-Mertens, Effizienzanalyse leichtgewichtiger Neuronaler Netze für FPGA-basierte Modulationsklassifikation. 2023.","chicago":"Simon-Mertens, Florian. Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für FPGA-Basierte Modulationsklassifikation, 2023.","ama":"Simon-Mertens F. Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für FPGA-Basierte Modulationsklassifikation.; 2023.","apa":"Simon-Mertens, F. (2023). Effizienzanalyse leichtgewichtiger Neuronaler Netze für FPGA-basierte Modulationsklassifikation.","bibtex":"@book{Simon-Mertens_2023, title={Effizienzanalyse leichtgewichtiger Neuronaler Netze für FPGA-basierte Modulationsklassifikation}, author={Simon-Mertens, Florian}, year={2023} }","mla":"Simon-Mertens, Florian. Effizienzanalyse Leichtgewichtiger Neuronaler Netze Für FPGA-Basierte Modulationsklassifikation. 2023."},"year":"2023","type":"bachelorsthesis","_id":"45762","date_updated":"2023-06-23T10:42:08Z"},{"conference":{"location":"Sydney","name":"33rd CIRP Design Conference"},"date_updated":"2023-06-27T13:57:42Z","_id":"45793","citation":{"chicago":"Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” In Procedia CIRP 33, 2023.","short":"K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R. Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023.","ama":"Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management: A Practitioner-Driven Research Agenda. In: Procedia CIRP 33. ; 2023.","apa":"Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A., Dumitrescu, R., & Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven Research Agenda. Procedia CIRP 33. 33rd CIRP Design Conference, Sydney.","mla":"Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” Procedia CIRP 33, 2023.","bibtex":"@inproceedings{Grigoryan_Fichtler_Schreiner_Rabe_Panzner_Kühn_Dumitrescu_Koldewey_2023, title={Data-Driven Product Management: A Practitioner-Driven Research Agenda}, booktitle={Procedia CIRP 33}, author={Grigoryan, Khoren and Fichtler, Timm and Schreiner, Nick and Rabe, Martin and Panzner, Melina and Kühn, Arno and Dumitrescu, Roman and Koldewey, Christian}, year={2023} }","ieee":"K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023."},"type":"conference","year":"2023","language":[{"iso":"eng"}],"abstract":[{"text":"The global megatrends of digitization and sustainability lead to new challenges for the design and management of technical products in industrial companies. Product management - as the bridge between market and company - has the task to absorb and combine the manifold requirements and make the right product-related decisions. In the process, product management is confronted with heterogeneous information, rapidly changing portfolio components, as well as increasing product, and organizational complexity. Combining and utilizing data from different sources, e.g., product usage data and social media data leads to promising potentials to improve the quality of product-related decisions. In this paper, we reinforce the need for data-driven product management as an interdisciplinary field of action. The state of data-driven product management in practice was analyzed by conducting workshops with six manufacturing companies and hosting a focus group meeting with experts from different industries. We investigate the expectations and derive requirements leading us to open research questions, a vision for data-driven product management, and a research agenda to shape future research efforts.","lang":"eng"}],"title":"Data-Driven Product Management: A Practitioner-Driven Research Agenda","user_id":"66731","publication":"Procedia CIRP 33","department":[{"_id":"563"},{"_id":"241"}],"keyword":["Product Management","Data Analytics","Data-Driven Design","Product-related data","Lifecycle Data","Tool-support"],"author":[{"first_name":"Khoren","full_name":"Grigoryan, Khoren","last_name":"Grigoryan"},{"orcid":"https://orcid.org/0000-0001-6034-4399","full_name":"Fichtler, Timm","first_name":"Timm","id":"66731","last_name":"Fichtler"},{"last_name":"Schreiner","first_name":"Nick","full_name":"Schreiner, Nick"},{"last_name":"Rabe","first_name":"Martin","full_name":"Rabe, Martin"},{"id":"72658","last_name":"Panzner","full_name":"Panzner, Melina","first_name":"Melina"},{"full_name":"Kühn, Arno","first_name":"Arno","last_name":"Kühn"},{"last_name":"Dumitrescu","id":"16190","first_name":"Roman","full_name":"Dumitrescu, Roman"},{"first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian","last_name":"Koldewey","id":"43136"}],"date_created":"2023-06-27T13:46:45Z","status":"public"},{"date_updated":"2023-06-28T11:18:31Z","_id":"45812","conference":{"name":"ISPIM Innovation Conference","location":"Ljubljana"},"language":[{"iso":"eng"}],"year":"2023","citation":{"mla":"Özcan, Leon, et al. Interview Study on Strategy Options for Platform Operation in B2B Markets. 2023.","bibtex":"@inproceedings{Özcan_Fichtler_Kasten_Koldewey_Dumitrescu_2023, title={Interview Study on Strategy Options for Platform Operation in B2B Markets}, author={Özcan, Leon and Fichtler, Timm and Kasten, Benjamin and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }","chicago":"Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B Markets,” 2023.","apa":"Özcan, L., Fichtler, T., Kasten, B., Koldewey, C., & Dumitrescu, R. (2023). Interview Study on Strategy Options for Platform Operation in B2B Markets. ISPIM Innovation Conference, Ljubljana.","ama":"Özcan L, Fichtler T, Kasten B, Koldewey C, Dumitrescu R. Interview Study on Strategy Options for Platform Operation in B2B Markets. In: ; 2023.","ieee":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.","short":"L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, R. Dumitrescu, in: 2023."},"type":"conference","user_id":"66731","title":"Interview Study on Strategy Options for Platform Operation in B2B Markets","author":[{"id":"45137","last_name":"Özcan","full_name":"Özcan, Leon","first_name":"Leon"},{"id":"66731","last_name":"Fichtler","full_name":"Fichtler, Timm","orcid":"https://orcid.org/0000-0001-6034-4399","first_name":"Timm"},{"full_name":"Kasten, Benjamin","first_name":"Benjamin","last_name":"Kasten"},{"last_name":"Koldewey","id":"43136","first_name":"Christian","orcid":"https://orcid.org/0000-0001-7992-6399","full_name":"Koldewey, Christian"},{"full_name":"Dumitrescu, Roman","first_name":"Roman","id":"16190","last_name":"Dumitrescu"}],"department":[{"_id":"563"}],"keyword":["Digital Platform","Platform Strategy","Strategic Management","Platform Life Cycle","Interview Study","Business Model","Business-to-Business","Two-sided Market","Multi-sided Market"],"status":"public","date_created":"2023-06-28T11:18:12Z"},{"author":[{"id":"87189","last_name":"KOUAGOU","full_name":"KOUAGOU, N'Dah Jean","first_name":"N'Dah Jean"},{"orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","first_name":"Stefan","id":"11871","last_name":"Heindorf"},{"full_name":"Demir, Caglar","first_name":"Caglar","id":"43817","last_name":"Demir"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo"}],"publisher":"Springer International Publishing","keyword":["Neural network","Concept learning","Description logics"],"publication":"The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)","volume":13870,"status":"public","date_created":"2022-10-15T19:20:11Z","abstract":[{"lang":"eng","text":"Many applications require explainable node classification in knowledge graphs. Towards this end, a popular ``white-box'' approach is class expression learning: Given sets of positive and negative nodes, class expressions in description logics are learned that separate positive from negative nodes. Most existing approaches are search-based approaches generating many candidate class expressions and selecting the best one. However, they often take a long time to find suitable class expressions. In this paper, we cast class expression learning as a translation problem and propose a new family of class expression learning approaches which we dub neural class expression synthesizers. Training examples are ``translated'' into class expressions in a fashion akin to machine translation. Consequently, our synthesizers are not subject to the runtime limitations of search-based approaches. We study three instances of this novel family of approaches based on LSTMs, GRUs, and set transformers, respectively. An evaluation of our approach on four benchmark datasets suggests that it can effectively synthesize high-quality class expressions with respect to the input examples in approximately one second on average. Moreover, a comparison to state-of-the-art approaches suggests that we achieve better F-measures on large datasets. For reproducibility purposes, we provide our implementation as well as pretrained models in our public GitHub repository at https://github.com/dice-group/NeuralClassExpressionSynthesis"}],"user_id":"11871","main_file_link":[{"open_access":"1","url":"https://2023.eswc-conferences.org/wp-content/uploads/2023/05/paper_Kouagou_2023_Neural.pdf"}],"citation":{"short":"N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Springer International Publishing, 2023, pp. 209–226.","ieee":"N. J. KOUAGOU, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis,” in The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Hersonissos, Crete, Greece, 2023, vol. 13870, pp. 209–226, doi: https://doi.org/10.1007/978-3-031-33455-9_13.","chicago":"KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis.” In The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita, Ernesto Jimenez-Ruiz, Jamie McCusker, Daniel Faria, Mauro Dragoni, Anastasia Dimou, Raphael Troncy, and Sven Hertling, 13870:209–26. Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-33455-9_13.","apa":"KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis. In C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, & S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023) (Vol. 13870, pp. 209–226). Springer International Publishing. https://doi.org/10.1007/978-3-031-33455-9_13","ama":"KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023). Vol 13870. Springer International Publishing; 2023:209-226. doi:https://doi.org/10.1007/978-3-031-33455-9_13","bibtex":"@inproceedings{KOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title={Neural Class Expression Synthesis}, volume={13870}, DOI={https://doi.org/10.1007/978-3-031-33455-9_13}, booktitle={The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023)}, publisher={Springer International Publishing}, author={KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, editor={Pesquita, Catia and Jimenez-Ruiz, Ernesto and McCusker, Jamie and Faria, Daniel and Dragoni, Mauro and Dimou, Anastasia and Troncy, Raphael and Hertling, Sven}, year={2023}, pages={209–226} }","mla":"KOUAGOU, N’Dah Jean, et al. “Neural Class Expression Synthesis.” The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita et al., vol. 13870, Springer International Publishing, 2023, pp. 209–26, doi:https://doi.org/10.1007/978-3-031-33455-9_13."},"type":"conference","year":"2023","page":"209 - 226","intvolume":" 13870","_id":"33734","conference":{"start_date":"2023-05-28","name":"20th Extended Semantic Web Conference","location":"Hersonissos, Crete, Greece","end_date":"2023-06-01"},"department":[{"_id":"574"},{"_id":"760"}],"editor":[{"first_name":"Catia","full_name":"Pesquita, Catia","last_name":"Pesquita"},{"last_name":"Jimenez-Ruiz","full_name":"Jimenez-Ruiz, Ernesto","first_name":"Ernesto"},{"last_name":"McCusker","first_name":"Jamie","full_name":"McCusker, Jamie"},{"last_name":"Faria","first_name":"Daniel","full_name":"Faria, Daniel"},{"full_name":"Dragoni, Mauro","first_name":"Mauro","last_name":"Dragoni"},{"first_name":"Anastasia","full_name":"Dimou, Anastasia","last_name":"Dimou"},{"first_name":"Raphael","full_name":"Troncy, Raphael","last_name":"Troncy"},{"full_name":"Hertling, Sven","first_name":"Sven","last_name":"Hertling"}],"publication_identifier":{"unknown":["978-3-031-33455-9"]},"publication_status":"published","project":[{"name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale","_id":"410"},{"name":"ENEXA: Efficient Explainable Learning on Knowledge Graphs","grant_number":"101070305","_id":"407"},{"_id":"285","grant_number":"NW21-059D","name":"SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems"}],"external_id":{"unknown":["https://link.springer.com/chapter/10.1007/978-3-031-33455-9_13"]},"title":"Neural Class Expression Synthesis","language":[{"iso":"eng"}],"date_updated":"2023-07-02T18:10:02Z","doi":"https://doi.org/10.1007/978-3-031-33455-9_13","oa":"1"},{"main_file_link":[{"url":"https://arxiv.org/pdf/2301.05109.pdf"}],"year":"2023","citation":{"ama":"Sieger LN, Heindorf S, Blübaum L, Ngonga Ngomo A-C. Counterfactual Explanations for Concepts in ELH. arXiv:230105109. Published online 2023.","apa":"Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023). Counterfactual Explanations for Concepts in ELH. In arXiv:2301.05109.","chicago":"Sieger, Leonie Nora, Stefan Heindorf, Lukas Blübaum, and Axel-Cyrille Ngonga Ngomo. “Counterfactual Explanations for Concepts in ELH.” ArXiv:2301.05109, 2023.","bibtex":"@article{Sieger_Heindorf_Blübaum_Ngonga Ngomo_2023, title={Counterfactual Explanations for Concepts in ELH}, journal={arXiv:2301.05109}, author={Sieger, Leonie Nora and Heindorf, Stefan and Blübaum, Lukas and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","mla":"Sieger, Leonie Nora, et al. “Counterfactual Explanations for Concepts in ELH.” ArXiv:2301.05109, 2023.","short":"L.N. Sieger, S. Heindorf, L. Blübaum, A.-C. Ngonga Ngomo, ArXiv:2301.05109 (2023).","ieee":"L. N. Sieger, S. Heindorf, L. Blübaum, and A.-C. Ngonga Ngomo, “Counterfactual Explanations for Concepts in ELH,” arXiv:2301.05109. 2023."},"type":"preprint","language":[{"iso":"eng"}],"_id":"37937","date_updated":"2023-07-02T18:10:34Z","department":[{"_id":"574"},{"_id":"760"}],"publication":"arXiv:2301.05109","author":[{"full_name":"Sieger, Leonie Nora","first_name":"Leonie Nora","id":"93402","last_name":"Sieger"},{"id":"11871","last_name":"Heindorf","full_name":"Heindorf, Stefan","orcid":"0000-0002-4525-6865","first_name":"Stefan"},{"last_name":"Blübaum","first_name":"Lukas","full_name":"Blübaum, Lukas"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","first_name":"Axel-Cyrille","id":"65716","last_name":"Ngonga Ngomo"}],"date_created":"2023-01-22T19:36:01Z","status":"public","abstract":[{"text":"Knowledge bases are widely used for information management on the web,\r\nenabling high-impact applications such as web search, question answering, and\r\nnatural language processing. They also serve as the backbone for automatic\r\ndecision systems, e.g. for medical diagnostics and credit scoring. As\r\nstakeholders affected by these decisions would like to understand their\r\nsituation and verify fair decisions, a number of explanation approaches have\r\nbeen proposed using concepts in description logics. However, the learned\r\nconcepts can become long and difficult to fathom for non-experts, even when\r\nverbalized. Moreover, long concepts do not immediately provide a clear path of\r\naction to change one's situation. Counterfactuals answering the question \"How\r\nmust feature values be changed to obtain a different classification?\" have been\r\nproposed as short, human-friendly explanations for tabular data. In this paper,\r\nwe transfer the notion of counterfactuals to description logics and propose the\r\nfirst algorithm for generating counterfactual explanations in the description\r\nlogic $\\mathcal{ELH}$. Counterfactual candidates are generated from concepts\r\nand the candidates with fewest feature changes are selected as counterfactuals.\r\nIn case of multiple counterfactuals, we rank them according to the likeliness\r\nof their feature combinations. For evaluation, we conduct a user survey to\r\ninvestigate which of the generated counterfactual candidates are preferred for\r\nexplanation by participants. In a second study, we explore possible use cases\r\nfor counterfactual explanations.","lang":"eng"}],"external_id":{"arxiv":["2301.05109"]},"title":"Counterfactual Explanations for Concepts in ELH","user_id":"11871"},{"place":"Neubiberg","abstract":[{"text":"Reading between the lines has so far been reserved for humans. The present dissertation addresses this research gap using machine learning methods.\r\nImplicit expressions are not comprehensible by computers and cannot be localized in the text. However, many texts arise on interpersonal topics that, unlike commercial evaluation texts, often imply information only by means of longer phrases. Examples are the kindness and the attentiveness of a doctor, which are only paraphrased (“he didn’t even look me in the eye”). The analysis of such data, especially the identification and localization of implicit statements, is a research gap (1). This work uses so-called Aspect-based Sentiment Analysis as a method for this purpose. It remains open how the aspect categories to be extracted can be discovered and thematically delineated based on the data (2). Furthermore, it is not yet explored how a collection of tools should look like, with which implicit phrases can be identified and thus made explicit\r\n(3). Last, it is an open question how to correlate the identified phrases from the text data with other data, including the investigation of the relationship between quantitative scores (e.g., school grades) and the thematically related text (4). Based on these research gaps, the research question is posed as follows: Using text mining methods, how can implicit rating content be properly interpreted and thus made explicit before it is automatically categorized and quantified?\r\nThe uniqueness of this dissertation is based on the automated recognition of implicit linguistic statements alongside explicit statements. These are identified in unstructured text data so that features expressed only in the text can later be compared across data sources, even though they were not included in rating categories such as stars or school grades. German-language physician ratings from websites in three countries serve as the sample domain. The solution approach consists of data creation, a pipeline for text processing and analyses based on this. In the data creation, aspect classes are identified and delineated across platforms and marked in text data. This results in six datasets with over 70,000 annotated sentences and detailed guidelines. The models that were created based on the training data extract and categorize the aspects. In addition, the sentiment polarity and the evaluation weight, i. e., the importance of each phrase, are determined. The models, which are combined in a pipeline, are used in a prototype in the form of a web application. The analyses built on the pipeline quantify the rating contents by linking the obtained information with further data, thus allowing new insights.\r\nAs a result, a toolbox is provided to identify quantifiable rating content and categories using text mining for a sample domain. This is used to evaluate the approach, which in principle can also be adapted to any other domain.","lang":"eng"}],"related_material":{"link":[{"relation":"supplementary_material","url":"https://athene-forschung.unibw.de/145003"}]},"user_id":"58701","title":"Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining","author":[{"last_name":"Kersting","id":"58701","first_name":"Joschka","full_name":"Kersting, Joschka"}],"publisher":"Universität der Bundeswehr München ","department":[{"_id":"579"},{"_id":"7"}],"status":"public","date_created":"2023-05-02T12:54:00Z","project":[{"grant_number":"160364472","name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"_id":"9","grant_number":"160364472","name":"SFB 901 - B1: SFB 901 - Subproject B1"}],"publication_status":"published","_id":"44323","date_updated":"2023-07-03T12:29:50Z","language":[{"iso":"ger"}],"supervisor":[{"full_name":"Geierhos, Michaela","orcid":"0000-0002-8180-5606","first_name":"Michaela","id":"42496","last_name":"Geierhos"}],"year":"2023","citation":{"bibtex":"@book{Kersting_2023, place={Neubiberg}, title={Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining}, publisher={Universität der Bundeswehr München }, author={Kersting, Joschka}, year={2023} }","mla":"Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München , 2023.","ama":"Kersting J. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München ; 2023.","apa":"Kersting, J. (2023). Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Universität der Bundeswehr München .","chicago":"Kersting, Joschka. Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.","ieee":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining. Neubiberg: Universität der Bundeswehr München , 2023.","short":"J. Kersting, Identifizierung quantifizierbarer Bewertungsinhalte und -kategorien mittels Text Mining, Universität der Bundeswehr München , Neubiberg, 2023."},"type":"dissertation","page":"208"},{"intvolume":" 412","_id":"45875","page":"1--20","type":"book_chapter","year":"2023","citation":{"ama":"Götte T, Knollmann T, Meyer auf der Heide F, Scheideler C, Werthmann J. Capabilities and Limitations of Local Strategies in Dynamic Networks. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:1--20. doi:10.5281/zenodo.8060372","apa":"Götte, T., Knollmann, T., Meyer auf der Heide, F., Scheideler, C., & Werthmann, J. (2023). Capabilities and Limitations of Local Strategies in Dynamic Networks. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp. 1--20). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8060372","chicago":"Götte, Thorsten, Till Knollmann, Friedhelm Meyer auf der Heide, Christian Scheideler, and Julian Werthmann. “Capabilities and Limitations of Local Strategies in Dynamic Networks.” In On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:1--20. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8060372.","bibtex":"@inbook{Götte_Knollmann_Meyer auf der Heide_Scheideler_Werthmann_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Capabilities and Limitations of Local Strategies in Dynamic Networks}, volume={412}, DOI={10.5281/zenodo.8060372}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Götte, Thorsten and Knollmann, Till and Meyer auf der Heide, Friedhelm and Scheideler, Christian and Werthmann, Julian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={1--20}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Götte, Thorsten, et al. “Capabilities and Limitations of Local Strategies in Dynamic Networks.” On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 1--20, doi:10.5281/zenodo.8060372.","short":"T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, J. Werthmann, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 1--20.","ieee":"T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, and J. Werthmann, “Capabilities and Limitations of Local Strategies in Dynamic Networks,” in On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 1--20."},"ddc":["004"],"user_id":"477","file_date_updated":"2023-07-07T06:20:43Z","publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","publisher":"Heinz Nixdorf Institut, Universität Paderborn","author":[{"first_name":"Thorsten","full_name":"Götte, Thorsten","last_name":"Götte","id":"34727"},{"full_name":"Knollmann, Till","orcid":"0000-0003-2014-4696","first_name":"Till","id":"39241","last_name":"Knollmann"},{"full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","id":"15523","last_name":"Meyer auf der Heide"},{"first_name":"Christian","full_name":"Scheideler, Christian","last_name":"Scheideler","id":"20792"},{"last_name":"Werthmann","id":"50024","first_name":"Julian","full_name":"Werthmann, Julian"}],"file":[{"file_size":543715,"creator":"ups","file_id":"45876","content_type":"application/pdf","date_updated":"2023-07-07T06:20:43Z","relation":"main_file","file_name":"A1-Chapter-SFB-Buch-Final.pdf","date_created":"2023-07-07T06:20:43Z","access_level":"open_access"}],"volume":412,"date_created":"2023-07-07T06:21:38Z","status":"public","has_accepted_license":"1","date_updated":"2023-07-07T06:21:57Z","doi":"10.5281/zenodo.8060372","oa":"1","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","language":[{"iso":"eng"}],"place":"Paderborn","title":"Capabilities and Limitations of Local Strategies in Dynamic Networks","department":[{"_id":"7"}],"editor":[{"last_name":"Haake","full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen"},{"last_name":"Meyer auf der Heide","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"},{"full_name":"Platzner, Marco","first_name":"Marco","last_name":"Platzner"},{"full_name":"Wachsmuth, Henning","first_name":"Henning","last_name":"Wachsmuth"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"project":[{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"_id":"5","grant_number":"160364472","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)"}]},{"_id":"45895","intvolume":" 412","citation":{"chicago":"Karl, Holger, Marten Maack, Friedhelm Meyer auf der Heide, Simon Pukrop, and Adrian Redder. “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers.” In On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:183–202. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068664.","ama":"Karl H, Maack M, Meyer auf der Heide F, Pukrop S, Redder A. On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:183-202. doi:10.5281/zenodo.8068664","short":"H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, A. Redder, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 183–202.","apa":"Karl, H., Maack, M., Meyer auf der Heide, F., Pukrop, S., & Redder, A. (2023). On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp. 183–202). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068664","bibtex":"@inbook{Karl_Maack_Meyer auf der Heide_Pukrop_Redder_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers}, volume={412}, DOI={10.5281/zenodo.8068664}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Karl, Holger and Maack, Marten and Meyer auf der Heide, Friedhelm and Pukrop, Simon and Redder, Adrian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={183–202}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Karl, Holger, et al. “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers.” On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 183–202, doi:10.5281/zenodo.8068664.","ieee":"H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, and A. Redder, “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers,” in On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. 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A crucial\r\nparameter for VQAs is the depth of the variational ansatz used - the smaller\r\nthe depth, the more amenable the ansatz is to near-term quantum hardware in\r\nthat it gives the circuit a chance to be fully executed before the system\r\ndecoheres. This potential for depth reduction has made VQAs a staple of Noisy\r\nIntermediate-Scale Quantum (NISQ)-era research.\r\n In this work, we show that approximating the optimal depth for a given VQA\r\nansatz is intractable. Formally, we show that for any constant $\\epsilon>0$, it\r\nis QCMA-hard to approximate the optimal depth of a VQA ansatz within\r\nmultiplicative factor $N^{1-\\epsilon}$, for $N$ denoting the encoding size of\r\nthe VQA instance. (Here, Quantum Classical Merlin-Arthur (QCMA) is a quantum\r\ngeneralization of NP.) We then show that this hardness persists even in the\r\n\"simpler\" setting of QAOAs. To our knowledge, this yields the first natural\r\nQCMA-hard-to-approximate problems. To achieve these results, we bypass the need\r\nfor a PCP theorem for QCMA by appealing to the disperser-based NP-hardness of\r\napproximation construction of [Umans, FOCS 1999]."}],"user_id":"71541","page":"34:1-34:24","citation":{"ieee":"L. Bittel, S. Gharibian, and M. Kliesch, “The Optimal Depth of Variational Quantum Algorithms Is QCMA-Hard to Approximate,” in Proceedings of the 38th Computational Complexity Conference (CCC), 2023, vol. 264, no. 34, p. 34:1-34:24, doi: 10.4230/LIPIcs.CCC.2023.34.","short":"L. Bittel, S. Gharibian, M. 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Leibniz International Proceedings in Informatics (LIPIcs), 2023. https://doi.org/10.4230/LIPIcs.CCC.2023.34."},"type":"conference","year":"2023","_id":"34138","intvolume":" 264","issue":"34"},{"language":[{"iso":"eng"}],"supervisor":[{"full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","id":"15523","last_name":"Meyer auf der Heide"}],"year":"2023","citation":{"bibtex":"@book{Pukrop_2023, title={On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling}, DOI={10.17619/UNIPB/1-1768 }, author={Pukrop, Simon}, year={2023} }","mla":"Pukrop, Simon. On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling. 2023, doi:10.17619/UNIPB/1-1768 .","chicago":"Pukrop, Simon. On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling, 2023. https://doi.org/10.17619/UNIPB/1-1768 .","apa":"Pukrop, S. (2023). On Cloud Assisted, Restricted, and Reosurce Constrained Scheduling. https://doi.org/10.17619/UNIPB/1-1768 ","ama":"Pukrop S. 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Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, 2023."},"supervisor":[{"first_name":"Lennart","full_name":"Clausing, Lennart","orcid":"0000-0003-3789-6034","last_name":"Clausing","id":"74287"}],"language":[{"iso":"eng"}],"date_updated":"2023-07-18T08:56:03Z","_id":"46075"},{"_id":"46087","date_updated":"2023-07-19T06:09:36Z","type":"mastersthesis","citation":{"bibtex":"@book{Ranade_2023, title={Graph Neural Network-based Anomaly Detection in Smart Grid Energy Consumption}, author={Ranade, Amruta}, year={2023} }","mla":"Ranade, Amruta. Graph Neural Network-Based Anomaly Detection in Smart Grid Energy Consumption. 2023.","apa":"Ranade, A. (2023). Graph Neural Network-based Anomaly Detection in Smart Grid Energy Consumption.","ama":"Ranade A. Graph Neural Network-Based Anomaly Detection in Smart Grid Energy Consumption.; 2023.","chicago":"Ranade, Amruta. Graph Neural Network-Based Anomaly Detection in Smart Grid Energy Consumption, 2023.","ieee":"A. Ranade, Graph Neural Network-based Anomaly Detection in Smart Grid Energy Consumption. 2023.","short":"A. Ranade, Graph Neural Network-Based Anomaly Detection in Smart Grid Energy Consumption, 2023."},"year":"2023","supervisor":[{"id":"20792","last_name":"Scheideler","full_name":"Scheideler, Christian","first_name":"Christian"}],"language":[{"iso":"eng"}],"title":"Graph Neural Network-based Anomaly Detection in Smart Grid Energy Consumption","user_id":"15504","department":[{"_id":"79"}],"author":[{"full_name":"Ranade, Amruta","first_name":"Amruta","last_name":"Ranade"}],"date_created":"2023-07-19T06:09:17Z","status":"public"},{"date_created":"2023-07-19T06:08:13Z","status":"public","department":[{"_id":"79"}],"author":[{"full_name":"Ali, Osama","first_name":"Osama","last_name":"Ali"}],"title":"Highly accurate deep compressed facial recognition","user_id":"15504","type":"mastersthesis","year":"2023","citation":{"short":"O. Ali, Highly Accurate Deep Compressed Facial Recognition, 2023.","ieee":"O. Ali, Highly accurate deep compressed facial recognition. 2023.","apa":"Ali, O. (2023). Highly accurate deep compressed facial recognition.","ama":"Ali O. Highly Accurate Deep Compressed Facial Recognition.; 2023.","chicago":"Ali, Osama. Highly Accurate Deep Compressed Facial Recognition, 2023.","mla":"Ali, Osama. Highly Accurate Deep Compressed Facial Recognition. 2023.","bibtex":"@book{Ali_2023, title={Highly accurate deep compressed facial recognition}, author={Ali, Osama}, year={2023} }"},"language":[{"iso":"eng"}],"supervisor":[{"last_name":"Scheideler","id":"20792","first_name":"Christian","full_name":"Scheideler, Christian"}],"_id":"46086","date_updated":"2023-07-19T06:09:31Z"},{"year":"2023","type":"mastersthesis","citation":{"short":"N. Ashri, Virtual On-Demand Volunteer System Based on Delaunay Triangulation, 2023.","ieee":"N. Ashri, Virtual On-Demand Volunteer System Based on Delaunay Triangulation. 2023.","chicago":"Ashri, Nivedita. Virtual On-Demand Volunteer System Based on Delaunay Triangulation, 2023.","apa":"Ashri, N. (2023). Virtual On-Demand Volunteer System Based on Delaunay Triangulation.","ama":"Ashri N. Virtual On-Demand Volunteer System Based on Delaunay Triangulation.; 2023.","bibtex":"@book{Ashri_2023, title={Virtual On-Demand Volunteer System Based on Delaunay Triangulation}, author={Ashri, Nivedita}, year={2023} }","mla":"Ashri, Nivedita. Virtual On-Demand Volunteer System Based on Delaunay Triangulation. 2023."},"language":[{"iso":"eng"}],"supervisor":[{"first_name":"Christian","full_name":"Scheideler, Christian","last_name":"Scheideler","id":"20792"}],"date_updated":"2023-07-21T08:53:13Z","_id":"46110","status":"public","project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472","_id":"1"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"grant_number":"160364472","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","_id":"5"}],"date_created":"2023-07-21T08:52:38Z","author":[{"first_name":"Nivedita","full_name":"Ashri, Nivedita","last_name":"Ashri"}],"department":[{"_id":"79"}],"title":"Virtual On-Demand Volunteer System Based on Delaunay Triangulation","user_id":"15504"},{"author":[{"full_name":"Meyer, Marius","first_name":"Marius","id":"40778","last_name":"Meyer"},{"first_name":"Tobias","full_name":"Kenter, Tobias","last_name":"Kenter","id":"3145"},{"first_name":"Christian","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","last_name":"Plessl","id":"16153"}],"publisher":"Association for Computing Machinery (ACM)","quality_controlled":"1","keyword":["General Computer Science"],"publication":"ACM Transactions on Reconfigurable Technology and Systems","status":"public","date_created":"2023-01-23T08:40:42Z","abstract":[{"lang":"eng","text":"While FPGA accelerator boards and their respective high-level design tools are maturing, there is still a lack of multi-FPGA applications, libraries, and not least, benchmarks and reference implementations towards sustained HPC usage of these devices. As in the early days of GPUs in HPC, for workloads that can reasonably be decoupled into loosely coupled working sets, multi-accelerator support can be achieved by using standard communication interfaces like MPI on the host side. However, for performance and productivity, some applications can profit from a tighter coupling of the accelerators. FPGAs offer unique opportunities here when extending the dataflow characteristics to their communication interfaces.\r\n In this work, we extend the HPCC FPGA benchmark suite by multi-FPGA support and three missing benchmarks that particularly characterize or stress inter-device communication: b_eff, PTRANS, and LINPACK. With all benchmarks implemented for current boards with Intel and Xilinx FPGAs, we established a baseline for multi-FPGA performance. Additionally, for the communication-centric benchmarks, we explored the potential of direct FPGA-to-FPGA communication with a circuit-switched inter-FPGA network that is currently only available for one of the boards. The evaluation with parallel execution on up to 26 FPGA boards makes use of one of the largest academic FPGA installations."}],"user_id":"24135","main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/10.1145/3576200"}],"citation":{"short":"M. Meyer, T. Kenter, C. Plessl, ACM Transactions on Reconfigurable Technology and Systems (2023).","ieee":"M. Meyer, T. Kenter, and C. Plessl, “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks,” ACM Transactions on Reconfigurable Technology and Systems, 2023, doi: 10.1145/3576200.","ama":"Meyer M, Kenter T, Plessl C. Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks. ACM Transactions on Reconfigurable Technology and Systems. Published online 2023. doi:10.1145/3576200","apa":"Meyer, M., Kenter, T., & Plessl, C. (2023). Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks. 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Hansmeier, T. Kenter, M. Meyer, H. Riebler, M. Platzner, and C. Plessl, “Compute Centers I: Heterogeneous Execution Environments,” in On-The-Fly Computing -- Individualized IT-services in dynamic markets, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 165–182.","short":"T. Hansmeier, T. Kenter, M. Meyer, H. Riebler, M. Platzner, C. Plessl, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 165–182.","bibtex":"@inbook{Hansmeier_Kenter_Meyer_Riebler_Platzner_Plessl_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Compute Centers I: Heterogeneous Execution Environments}, volume={412}, DOI={10.5281/zenodo.8068642}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Hansmeier, Tim and Kenter, Tobias and Meyer, Marius and Riebler, Heinrich and Platzner, Marco and Plessl, Christian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={165–182}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Hansmeier, Tim, et al. “Compute Centers I: Heterogeneous Execution Environments.” On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 165–82, doi:10.5281/zenodo.8068642.","apa":"Hansmeier, T., Kenter, T., Meyer, M., Riebler, H., Platzner, M., & Plessl, C. (2023). Compute Centers I: Heterogeneous Execution Environments. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp. 165–182). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068642","ama":"Hansmeier T, Kenter T, Meyer M, Riebler H, Platzner M, Plessl C. Compute Centers I: Heterogeneous Execution Environments. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. 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Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. https://doi.org/10.5281/zenodo.8068642."},"year":"2023","intvolume":" 412","_id":"45893","department":[{"_id":"7"},{"_id":"27"},{"_id":"518"}],"project":[{"_id":"1","grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"14","name":"SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen (Subproject C2)","grant_number":"160364472"}],"editor":[{"first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen","last_name":"Haake"},{"last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm"},{"last_name":"Platzner","full_name":"Platzner, Marco","first_name":"Marco"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"place":"Paderborn","title":"Compute Centers I: Heterogeneous Execution Environments","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","language":[{"iso":"eng"}],"date_updated":"2023-07-28T09:38:14Z","oa":"1","doi":"10.5281/zenodo.8068642"},{"user_id":"3145","title":"Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation","publication":"Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies","department":[{"_id":"27"},{"_id":"518"}],"publisher":"ACM","quality_controlled":"1","author":[{"full_name":"Opdenhövel, Jan-Oliver","first_name":"Jan-Oliver","last_name":"Opdenhövel"},{"first_name":"Christian","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","last_name":"Plessl","id":"16153"},{"full_name":"Kenter, Tobias","first_name":"Tobias","id":"3145","last_name":"Kenter"}],"project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"date_created":"2023-07-28T09:49:23Z","status":"public","publication_status":"published","date_updated":"2023-07-28T09:58:06Z","_id":"46190","oa":"1","doi":"10.1145/3597031.3597050","main_file_link":[{"url":"https://dl.acm.org/doi/pdf/10.1145/3597031.3597050","open_access":"1"}],"language":[{"iso":"eng"}],"citation":{"bibtex":"@inproceedings{Opdenhövel_Plessl_Kenter_2023, title={Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation}, DOI={10.1145/3597031.3597050}, booktitle={Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies}, publisher={ACM}, author={Opdenhövel, Jan-Oliver and Plessl, Christian and Kenter, Tobias}, year={2023} }","mla":"Opdenhövel, Jan-Oliver, et al. “Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation.” Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM, 2023, doi:10.1145/3597031.3597050.","chicago":"Opdenhövel, Jan-Oliver, Christian Plessl, and Tobias Kenter. “Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation.” In Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. ACM, 2023. https://doi.org/10.1145/3597031.3597050.","ama":"Opdenhövel J-O, Plessl C, Kenter T. Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation. In: Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. ACM; 2023. doi:10.1145/3597031.3597050","apa":"Opdenhövel, J.-O., Plessl, C., & Kenter, T. (2023). Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation. Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. https://doi.org/10.1145/3597031.3597050","ieee":"J.-O. Opdenhövel, C. Plessl, and T. Kenter, “Mutation Tree Reconstruction of Tumor Cells on FPGAs Using a Bit-Level Matrix Representation,” 2023, doi: 10.1145/3597031.3597050.","short":"J.-O. Opdenhövel, C. Plessl, T. Kenter, in: Proceedings of the 13th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM, 2023."},"year":"2023","type":"conference"},{"main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/pdf/10.1145/3592979.3593407"}],"language":[{"iso":"eng"}],"citation":{"short":"J. Faj, T. Kenter, S. Faghih-Naini, C. Plessl, V. Aizinger, in: Proceedings of the Platform for Advanced Scientific Computing Conference, ACM, 2023.","ieee":"J. Faj, T. Kenter, S. Faghih-Naini, C. Plessl, and V. Aizinger, “Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes,” 2023, doi: 10.1145/3592979.3593407.","chicago":"Faj, Jennifer, Tobias Kenter, Sara Faghih-Naini, Christian Plessl, and Vadym Aizinger. “Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes.” In Proceedings of the Platform for Advanced Scientific Computing Conference. ACM, 2023. https://doi.org/10.1145/3592979.3593407.","ama":"Faj J, Kenter T, Faghih-Naini S, Plessl C, Aizinger V. Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes. In: Proceedings of the Platform for Advanced Scientific Computing Conference. ACM; 2023. doi:10.1145/3592979.3593407","apa":"Faj, J., Kenter, T., Faghih-Naini, S., Plessl, C., & Aizinger, V. (2023). Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes. Proceedings of the Platform for Advanced Scientific Computing Conference. https://doi.org/10.1145/3592979.3593407","bibtex":"@inproceedings{Faj_Kenter_Faghih-Naini_Plessl_Aizinger_2023, title={Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes}, DOI={10.1145/3592979.3593407}, booktitle={Proceedings of the Platform for Advanced Scientific Computing Conference}, publisher={ACM}, author={Faj, Jennifer and Kenter, Tobias and Faghih-Naini, Sara and Plessl, Christian and Aizinger, Vadym}, year={2023} }","mla":"Faj, Jennifer, et al. “Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes.” Proceedings of the Platform for Advanced Scientific Computing Conference, ACM, 2023, doi:10.1145/3592979.3593407."},"year":"2023","type":"conference","_id":"46188","date_updated":"2023-07-28T09:48:19Z","oa":"1","doi":"10.1145/3592979.3593407","publisher":"ACM","quality_controlled":"1","author":[{"first_name":"Jennifer","full_name":"Faj, Jennifer","last_name":"Faj","id":"78722"},{"id":"3145","last_name":"Kenter","full_name":"Kenter, Tobias","first_name":"Tobias"},{"first_name":"Sara","full_name":"Faghih-Naini, Sara","last_name":"Faghih-Naini"},{"last_name":"Plessl","id":"16153","first_name":"Christian","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982"},{"full_name":"Aizinger, Vadym","first_name":"Vadym","last_name":"Aizinger"}],"department":[{"_id":"27"},{"_id":"518"}],"publication":"Proceedings of the Platform for Advanced Scientific Computing Conference","status":"public","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"date_created":"2023-07-28T09:42:14Z","publication_status":"published","user_id":"3145","title":"Scalable Multi-FPGA Design of a Discontinuous Galerkin Shallow-Water Model on Unstructured Meshes"},{"doi":"10.1145/3592979.3593419","oa":"1","date_updated":"2023-07-28T09:58:16Z","_id":"46189","year":"2023","type":"conference","citation":{"ieee":"C. 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Voss, in: Proceedings of the Platform for Advanced Scientific Computing Conference, ACM, 2023.","mla":"Prouveur, Charles, et al. “FPGA Acceleration for HPC Supercapacitor Simulations.” Proceedings of the Platform for Advanced Scientific Computing Conference, ACM, 2023, doi:10.1145/3592979.3593419.","bibtex":"@inproceedings{Prouveur_Haefele_Kenter_Voss_2023, title={FPGA Acceleration for HPC Supercapacitor Simulations}, DOI={10.1145/3592979.3593419}, booktitle={Proceedings of the Platform for Advanced Scientific Computing Conference}, publisher={ACM}, author={Prouveur, Charles and Haefele, Matthieu and Kenter, Tobias and Voss, Nils}, year={2023} }","chicago":"Prouveur, Charles, Matthieu Haefele, Tobias Kenter, and Nils Voss. “FPGA Acceleration for HPC Supercapacitor Simulations.” In Proceedings of the Platform for Advanced Scientific Computing Conference. ACM, 2023. https://doi.org/10.1145/3592979.3593419.","apa":"Prouveur, C., Haefele, M., Kenter, T., & Voss, N. (2023). FPGA Acceleration for HPC Supercapacitor Simulations. Proceedings of the Platform for Advanced Scientific Computing Conference. https://doi.org/10.1145/3592979.3593419","ama":"Prouveur C, Haefele M, Kenter T, Voss N. FPGA Acceleration for HPC Supercapacitor Simulations. In: Proceedings of the Platform for Advanced Scientific Computing Conference. ACM; 2023. doi:10.1145/3592979.3593419"},"language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/pdf/10.1145/3592979.3593419"}],"title":"FPGA Acceleration for HPC Supercapacitor Simulations","user_id":"3145","publication_status":"published","project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"date_created":"2023-07-28T09:46:25Z","status":"public","publication":"Proceedings of the Platform for Advanced Scientific Computing Conference","department":[{"_id":"27"},{"_id":"518"}],"publisher":"ACM","author":[{"first_name":"Charles","full_name":"Prouveur, Charles","last_name":"Prouveur"},{"first_name":"Matthieu","full_name":"Haefele, Matthieu","last_name":"Haefele"},{"last_name":"Kenter","id":"3145","first_name":"Tobias","full_name":"Kenter, Tobias"},{"first_name":"Nils","full_name":"Voss, Nils","last_name":"Voss"}],"quality_controlled":"1"},{"title":"Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms","user_id":"60323","publication_status":"accepted","status":"public","date_created":"2023-07-31T11:56:47Z","author":[{"first_name":"Christian","full_name":"Lienen, Christian","last_name":"Lienen","id":"60323"},{"full_name":"Nowosad, Alexander Philipp","first_name":"Alexander Philipp","last_name":"Nowosad"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner","id":"398"}],"department":[{"_id":"78"}],"date_updated":"2023-07-31T11:59:58Z","_id":"46229","citation":{"short":"C. Lienen, A.P. Nowosad, M. Platzner, (n.d.).","ieee":"C. Lienen, A. P. Nowosad, and M. Platzner, “Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms.” .","apa":"Lienen, C., Nowosad, A. P., & Platzner, M. (n.d.). Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms.","ama":"Lienen C, Nowosad AP, Platzner M. Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms.","chicago":"Lienen, Christian, Alexander Philipp Nowosad, and Marco Platzner. “Mapping and Optimizing Communication in ROS 2-Based Applications on Configurable System-on-Chip Platforms,” n.d.","bibtex":"@article{Lienen_Nowosad_Platzner, title={Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms}, author={Lienen, Christian and Nowosad, Alexander Philipp and Platzner, Marco} }","mla":"Lienen, Christian, et al. Mapping and Optimizing Communication in ROS 2-Based Applications on Configurable System-on-Chip Platforms."},"year":"2023","type":"preprint","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://arxiv.org/pdf/2306.12761.pdf"}]},{"status":"public","date_created":"2023-07-31T10:49:12Z","author":[{"full_name":"N., N.","first_name":"N.","last_name":"N."}],"department":[{"_id":"79"}],"user_id":"15504","title":"Improving the End-of-Line Test of Custom-Built Geared Motors using Clustering based on Neural Networks","language":[{"iso":"eng"}],"supervisor":[{"id":"20792","last_name":"Scheideler","full_name":"Scheideler, Christian","first_name":"Christian"}],"type":"mastersthesis","year":"2023","citation":{"mla":"N., N. Improving the End-of-Line Test of Custom-Built Geared Motors Using Clustering Based on Neural Networks. 2023.","bibtex":"@book{N._2023, title={Improving the End-of-Line Test of Custom-Built Geared Motors using Clustering based on Neural Networks}, author={N., N.}, year={2023} }","chicago":"N., N. Improving the End-of-Line Test of Custom-Built Geared Motors Using Clustering Based on Neural Networks, 2023.","apa":"N., N. (2023). Improving the End-of-Line Test of Custom-Built Geared Motors using Clustering based on Neural Networks.","ama":"N. N. Improving the End-of-Line Test of Custom-Built Geared Motors Using Clustering Based on Neural Networks.; 2023.","ieee":"N. N., Improving the End-of-Line Test of Custom-Built Geared Motors using Clustering based on Neural Networks. 2023.","short":"N. N., Improving the End-of-Line Test of Custom-Built Geared Motors Using Clustering Based on Neural Networks, 2023."},"date_updated":"2023-07-31T10:49:30Z","_id":"46221"},{"oa":"1","_id":"46251","date_updated":"2023-08-01T09:44:30Z","conference":{"location":"Macau","name":"International Joint Conference on Artificial Intelligence IJCAI 2023"},"type":"journal_article","citation":{"ieee":"C. Demir and A.-C. Ngonga Ngomo, “Neuro-Symbolic Class Expression Learning,” International Joint Conference on Artificial Intelligence, 2023.","short":"C. Demir, A.-C. Ngonga Ngomo, International Joint Conference on Artificial Intelligence (2023).","bibtex":"@article{Demir_Ngonga Ngomo_2023, title={Neuro-Symbolic Class Expression Learning}, journal={International Joint Conference on Artificial Intelligence}, author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","mla":"Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression Learning.” International Joint Conference on Artificial Intelligence, 2023.","chicago":"Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression Learning.” International Joint Conference on Artificial Intelligence, 2023.","ama":"Demir C, Ngonga Ngomo A-C. Neuro-Symbolic Class Expression Learning. International Joint Conference on Artificial Intelligence. Published online 2023.","apa":"Demir, C., & Ngonga Ngomo, A.-C. (2023). Neuro-Symbolic Class Expression Learning. International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence IJCAI 2023, Macau."},"year":"2023","language":[{"iso":"eng"}],"title":"Neuro-Symbolic Class Expression Learning","ddc":["000"],"user_id":"43817","status":"public","has_accepted_license":"1","project":[{"_id":"407","grant_number":"101070305","name":"ENEXA: Efficient Explainable Learning on Knowledge Graphs"},{"_id":"410","name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale"},{"_id":"285","name":"SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems","grant_number":"NW21-059D"}],"date_created":"2023-08-01T09:30:37Z","author":[{"full_name":"Demir, Caglar","first_name":"Caglar","id":"43817","last_name":"Demir"},{"last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille","full_name":"Ngonga Ngomo, Axel-Cyrille"}],"publication":"International Joint Conference on Artificial Intelligence","department":[{"_id":"574"}],"file_date_updated":"2023-08-01T09:30:35Z","file":[{"file_size":340865,"creator":"cdemir","file_id":"46252","content_type":"application/pdf","date_updated":"2023-08-01T09:30:35Z","relation":"main_file","file_name":"public.pdf","date_created":"2023-08-01T09:30:35Z","access_level":"open_access"}]},{"title":"Computing and Compressing Electron Repulsion Integrals on FPGAs","user_id":"75963","abstract":[{"text":"The computation of electron repulsion integrals (ERIs) over Gaussian-type orbitals (GTOs) is a challenging problem in quantum-mechanics-based atomistic simulations. In practical simulations, several trillions of ERIs may have to be\r\ncomputed for every time step.\r\nIn this work, we investigate FPGAs as accelerators for the ERI computation. We use template parameters, here within the Intel oneAPI tool flow, to create customized designs for 256 different ERI quartet classes, based on their orbitals. To maximize data reuse, all intermediates are buffered in FPGA on-chip memory with customized layout. The pre-calculation of intermediates also helps to overcome data dependencies caused by multi-dimensional recurrence\r\nrelations. The involved loop structures are partially or even fully unrolled for high throughput of FPGA kernels. Furthermore, a lossy compression algorithm utilizing arbitrary bitwidth integers is integrated in the FPGA kernels. To our\r\nbest knowledge, this is the first work on ERI computation on FPGAs that supports more than just the single most basic quartet class. Also, the integration of ERI computation and compression it a novelty that is not even covered by CPU or GPU libraries so far.\r\nOur evaluation shows that using 16-bit integer for the ERI compression, the fastest FPGA kernels exceed the performance of 10 GERIS ($10 \\times 10^9$ ERIs per second) on one Intel Stratix 10 GX 2800 FPGA, with maximum absolute errors around $10^{-7}$ - $10^{-5}$ Hartree. The measured throughput can be accurately explained by a performance model. The FPGA kernels deployed on 2 FPGAs outperform similar computations using the widely used libint reference on a two-socket server with 40 Xeon Gold 6148 CPU cores of the same process technology by factors up to 6.0x and on a new two-socket server with 128 EPYC 7713 CPU cores by up to 1.9x.","lang":"eng"}],"external_id":{"arxiv":["2303.13632"]},"status":"public","date_created":"2023-03-30T11:15:40Z","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"author":[{"id":"77439","last_name":"Wu","full_name":"Wu, Xin","first_name":"Xin"},{"full_name":"Kenter, Tobias","first_name":"Tobias","id":"3145","last_name":"Kenter"},{"last_name":"Schade","id":"75963","first_name":"Robert","orcid":"0000-0002-6268-539","full_name":"Schade, Robert"},{"id":"49079","last_name":"Kühne","full_name":"Kühne, Thomas","first_name":"Thomas"},{"last_name":"Plessl","id":"16153","first_name":"Christian","orcid":"0000-0001-5728-9982","full_name":"Plessl, Christian"}],"quality_controlled":"1","publication":"2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)","department":[{"_id":"27"},{"_id":"518"}],"doi":"10.1109/FCCM57271.2023.00026","_id":"43228","date_updated":"2023-08-02T15:05:42Z","year":"2023","type":"conference","citation":{"ama":"Wu X, Kenter T, Schade R, Kühne T, Plessl C. Computing and Compressing Electron Repulsion Integrals on FPGAs. In: 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM). ; 2023:162-173. doi:10.1109/FCCM57271.2023.00026","short":"X. Wu, T. Kenter, R. Schade, T. Kühne, C. Plessl, in: 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023, pp. 162–173.","apa":"Wu, X., Kenter, T., Schade, R., Kühne, T., & Plessl, C. (2023). Computing and Compressing Electron Repulsion Integrals on FPGAs. 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 162–173. https://doi.org/10.1109/FCCM57271.2023.00026","chicago":"Wu, Xin, Tobias Kenter, Robert Schade, Thomas Kühne, and Christian Plessl. “Computing and Compressing Electron Repulsion Integrals on FPGAs.” In 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 162–73, 2023. https://doi.org/10.1109/FCCM57271.2023.00026.","ieee":"X. Wu, T. Kenter, R. Schade, T. Kühne, and C. Plessl, “Computing and Compressing Electron Repulsion Integrals on FPGAs,” in 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023, pp. 162–173, doi: 10.1109/FCCM57271.2023.00026.","bibtex":"@inproceedings{Wu_Kenter_Schade_Kühne_Plessl_2023, title={Computing and Compressing Electron Repulsion Integrals on FPGAs}, DOI={10.1109/FCCM57271.2023.00026}, booktitle={2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)}, author={Wu, Xin and Kenter, Tobias and Schade, Robert and Kühne, Thomas and Plessl, Christian}, year={2023}, pages={162–173} }","mla":"Wu, Xin, et al. “Computing and Compressing Electron Repulsion Integrals on FPGAs.” 2023 IEEE 31st Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2023, pp. 162–73, doi:10.1109/FCCM57271.2023.00026."},"page":"162-173","language":[{"iso":"eng"}],"main_file_link":[{"url":"https://ieeexplore.ieee.org/document/10171537"}]}]