[{"author":[{"last_name":"Koldewey","id":"43136","first_name":"Christian","full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399"},{"last_name":"Fichtler","id":"66731","first_name":"Timm","orcid":"https://orcid.org/0000-0001-6034-4399","full_name":"Fichtler, Timm"},{"first_name":"Michel","full_name":"Scholtysik, Michel","last_name":"Scholtysik","id":"50562"},{"last_name":"Biehler","first_name":"Jan","full_name":"Biehler, Jan"},{"last_name":"Schreiner","full_name":"Schreiner, Nick","first_name":"Nick"},{"full_name":"Sommer, Franziska","first_name":"Franziska","last_name":"Sommer"},{"first_name":"Maximilian","full_name":"Schacht, Maximilian","last_name":"Schacht"},{"last_name":"Kaufmann","first_name":"Jonas","full_name":"Kaufmann, Jonas"},{"first_name":"Martin","full_name":"Rabe, Martin","last_name":"Rabe"},{"last_name":"Sedlmeier","first_name":"Joachim","full_name":"Sedlmeier, Joachim"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","id":"16190"}],"department":[{"_id":"563"},{"_id":"241"}],"keyword":["Digital Servitization","Transformation","Capabilities","Maturity","Smart Services"],"status":"public","date_created":"2023-11-06T15:31:32Z","abstract":[{"lang":"eng","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."}],"user_id":"66731","title":"Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice","language":[{"iso":"eng"}],"type":"conference","year":"2024","citation":{"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.","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.","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.","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.","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.","mla":"Koldewey, Christian, et al. Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice. 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} }"},"date_updated":"2023-11-06T15:40:33Z","_id":"48632","conference":{"end_date":"2024-01-06","location":"Hawaii","name":"Hawaii International Conference on System Sciences","start_date":"2024-01-03"}},{"date_created":"2023-09-22T13:09:30Z","status":"public","publication":"IEEE Symposium on Security and Privacy. IEEE, New York, NY, USA","department":[{"_id":"34"},{"_id":"740"}],"author":[{"last_name":"Herbert","first_name":"Franziska","full_name":"Herbert, Franziska"},{"first_name":"Steffen","full_name":"Becker, Steffen","last_name":"Becker"},{"full_name":"Buckmann, Annalina","first_name":"Annalina","last_name":"Buckmann"},{"full_name":"Kowalewski, Marvin","first_name":"Marvin","last_name":"Kowalewski"},{"first_name":"Jonas","full_name":"Hielscher, Jonas","last_name":"Hielscher"},{"first_name":"Yasemin","full_name":"Acar, Yasemin","last_name":"Acar","id":"94636"},{"full_name":"Dürmuth, Markus","first_name":"Markus","last_name":"Dürmuth"},{"last_name":"Sasse","first_name":"M. Angela","full_name":"Sasse, M. Angela"},{"last_name":"Zou","first_name":"Yixin","full_name":"Zou, Yixin"}],"title":"Digital Security -- A Question of Perspective. A Large-Scale Telephone Survey with Four At-Risk User Groups","user_id":"15458","extern":"1","citation":{"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.","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).","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} }","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.","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","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"},"year":"2024","type":"journal_article","language":[{"iso":"eng"}],"doi":"10.48550/arXiv.2212.12964","_id":"47275","date_updated":"2023-11-22T08:50:06Z"},{"user_id":"15782","title":"Domain Knowledge Injection Guidance for Predictive Maintenance","status":"public","date_created":"2023-11-30T09:59:41Z","author":[{"full_name":"Afroze, Lameya","first_name":"Lameya","last_name":"Afroze"},{"first_name":"Silke","full_name":"Merkelbach, Silke","last_name":"Merkelbach"},{"last_name":"von Enzberg","full_name":"von Enzberg, Sebastian","first_name":"Sebastian"},{"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":{"name":"ML4CPS – Machine Learning For Cyber-Physical Systems","start_date":"2023-03-29","location":"Hamburg","end_date":"2023-0331"},"language":[{"iso":"eng"}],"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.","ama":"Afroze L, Merkelbach S, von Enzberg S, Dumitrescu R. Domain Knowledge Injection Guidance for Predictive Maintenance. In: ML4CPS 2023. ; 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.","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","year":"2024"},{"user_id":"50562","title":"Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas","author":[{"first_name":"Michel","full_name":"Scholtysik, Michel","last_name":"Scholtysik","id":"50562"},{"first_name":"Malte","full_name":"Rohde, Malte","last_name":"Rohde"},{"full_name":"Koldewey, Christian","orcid":"https://orcid.org/0000-0001-7992-6399","first_name":"Christian","id":"43136","last_name":"Koldewey"},{"id":"16190","last_name":"Dumitrescu","full_name":"Dumitrescu, Roman","first_name":"Roman"}],"department":[{"_id":"563"}],"status":"public","date_created":"2023-11-30T10:56:31Z","date_updated":"2023-11-30T14:27:45Z","_id":"49363","language":[{"iso":"eng"}],"year":"2024","type":"conference","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.","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} }","mla":"Scholtysik, Michel, et al. Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas. 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."}},{"title":"Business strategy taxonomy and solution patterns for the circular economy","user_id":"50562","date_created":"2023-11-30T10:57:30Z","status":"public","department":[{"_id":"563"}],"author":[{"id":"50562","last_name":"Scholtysik","full_name":"Scholtysik, Michel","first_name":"Michel"},{"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"},{"first_name":"Roman","full_name":"Dumitrescu, Roman","last_name":"Dumitrescu","id":"16190"}],"date_updated":"2023-11-30T14:27:55Z","_id":"49364","year":"2024","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.","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} }","mla":"Scholtysik, Michel, et al. Business Strategy Taxonomy and Solution Patterns for the Circular Economy. 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."},"language":[{"iso":"eng"}]},{"author":[{"first_name":"Sarah Claudia","full_name":"Krings, Sarah Claudia","orcid":"0000-0001-8040-7553","last_name":"Krings","id":"64063"},{"orcid":"0000-0002-5967-833X","full_name":"Yigitbas, Enes","first_name":"Enes","id":"8447","last_name":"Yigitbas"}],"publisher":"ACM","department":[{"_id":"66"},{"_id":"534"}],"publication":"Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2024) (to appear)","status":"public","date_created":"2024-01-12T15:11:58Z","user_id":"8447","title":"TARPS: A Toolbox for Enhancing Privacy and Security for Collaborative AR","language":[{"iso":"eng"}],"citation":{"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.","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.","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).","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.","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} }","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."},"year":"2024","type":"conference","date_updated":"2024-01-12T15:12:11Z","_id":"50476"},{"conference":{"location":"Vancouver, Canada","start_date":"2024-05-20","name":"IEEE International Conference on Computer Communications (INFOCOM)","end_date":"2024-05-23"},"_id":"50066","date_updated":"2024-01-23T20:35:02Z","type":"conference","year":"2024","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} }"},"language":[{"iso":"eng"}],"title":"X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics","user_id":"102868","publication_status":"accepted","date_created":"2023-12-22T20:24:27Z","status":"public","publication":"Proceedings of the IEEE International Conference on Computer Communications (INFOCOM)","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"author":[{"last_name":"Dou","first_name":"Feng","full_name":"Dou, Feng"},{"full_name":"Wang, Lin","first_name":"Lin","id":"102868","last_name":"Wang"},{"full_name":"Chen, Shutong","first_name":"Shutong","last_name":"Chen"},{"last_name":"Liu","full_name":"Liu, Fangming","first_name":"Fangming"}],"publisher":"IEEE"},{"publication_status":"accepted","date_created":"2023-12-22T20:06:42Z","status":"public","department":[{"_id":"75"}],"publication":"Proceedings of the IEEE International Conference on Computer Communications (INFOCOM)","publisher":"IEEE","author":[{"last_name":"Blöcher","first_name":"Marcel","full_name":"Blöcher, Marcel"},{"first_name":"Nils","full_name":"Nedderhut, Nils","last_name":"Nedderhut"},{"first_name":"Pavel","full_name":"Chuprikov, Pavel","last_name":"Chuprikov"},{"last_name":"Khalili","first_name":"Ramin","full_name":"Khalili, Ramin"},{"last_name":"Eugster","full_name":"Eugster, Patrick","first_name":"Patrick"},{"full_name":"Wang, Lin","first_name":"Lin","id":"102868","last_name":"Wang"}],"title":"Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES","user_id":"102868","type":"conference","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."},"language":[{"iso":"eng"}],"conference":{"location":"Vancouver, Canada","start_date":"2024-05-20","name":"IEEE International Conference on Computer Communications (INFOCOM)","end_date":"2024-05-23"},"date_updated":"2024-01-23T20:35:09Z","_id":"50065"},{"language":[{"iso":"eng"}],"type":"conference","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.","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.","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} }"},"year":"2024","conference":{"location":"Singapore","name":"ACM Web Conference (WWW)","start_date":"2024-05-13","end_date":"2024-05-17"},"date_updated":"2024-01-23T20:35:20Z","_id":"50807","date_created":"2024-01-23T20:34:27Z","status":"public","publication":"Proceedings of the ACM Web Conference (WWW)","department":[{"_id":"34"},{"_id":"7"},{"_id":"75"}],"publisher":"ACM","author":[{"last_name":"Hu","first_name":"Haichuan","full_name":"Hu, Haichuan"},{"last_name":"Liu","full_name":"Liu, Fangming","first_name":"Fangming"},{"full_name":"Pei, Qiangyu","first_name":"Qiangyu","last_name":"Pei"},{"first_name":"Yongjie","full_name":"Yuan, Yongjie","last_name":"Yuan"},{"first_name":"Zichen","full_name":"Xu, Zichen","last_name":"Xu"},{"first_name":"Lin","full_name":"Wang, Lin","last_name":"Wang","id":"102868"}],"user_id":"102868","title":"𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing"},{"external_id":{"arxiv":["2402.02494"]},"abstract":[{"lang":"eng","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."}],"user_id":"47427","title":"Extended Dynamic Mode Decomposition: Sharp bounds on the sample efficiency","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","full_name":"Peitz, Sebastian","orcid":"0000-0002-3389-793X","first_name":"Sebastian"},{"last_name":"Nüske","first_name":"Feliks","full_name":"Nüske, Feliks"},{"last_name":"Worthmann","full_name":"Worthmann, Karl","first_name":"Karl"}],"publication":"arXiv:2402.02494","department":[{"_id":"655"}],"status":"public","date_created":"2024-02-06T08:52:21Z","_id":"51160","date_updated":"2024-02-06T08:52:44Z","oa":"1","main_file_link":[{"url":"https://arxiv.org/pdf/2402.02494.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"year":"2024","type":"preprint","citation":{"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.","short":"F.M. Philipp, M. Schaller, S. Boshoff, S. Peitz, F. Nüske, K. Worthmann, 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} }","mla":"Philipp, Friedrich M., et al. “Extended Dynamic Mode Decomposition: Sharp Bounds on the Sample Efficiency.” ArXiv:2402.02494, 2024.","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."}}]