[{"language":[{"iso":"eng"}],"type":"conference","year":"2019","citation":{"apa":"Afifi, H., & Karl, H. (2019). An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. In 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19). Paris, France.","ama":"Afifi H, Karl H. An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. In: 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19). Paris, France; 2019.","chicago":"Afifi, Haitham, and Holger Karl. “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding.” In 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19). Paris, France, 2019.","mla":"Afifi, Haitham, and Holger Karl. “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding.” 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), 2019.","bibtex":"@inproceedings{Afifi_Karl_2019, place={Paris, France}, title={An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding}, booktitle={2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)}, author={Afifi, Haitham and Karl, Holger}, year={2019} }","short":"H. Afifi, H. Karl, in: 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), Paris, France, 2019.","ieee":"H. Afifi and H. Karl, “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding,” in 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), 2019."},"date_updated":"2022-01-06T06:51:22Z","_id":"12881","department":[{"_id":"75"}],"publication":"2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC'19)","author":[{"full_name":"Afifi, Haitham","first_name":"Haitham","id":"65718","last_name":"Afifi"},{"last_name":"Karl","id":"126","first_name":"Holger","full_name":"Karl, Holger"}],"project":[{"name":"Akustische Sensornetzwerke - Teilprojekt \"Verteilte akustische Signalverarbeitung über funkbasierte Sensornetzwerke","_id":"27"}],"date_created":"2019-07-24T07:25:28Z","status":"public","abstract":[{"lang":"eng","text":"Internet of Things (IoT) applications witness an exceptional evolution of traffic demands, while existing protocols, as seen in wireless sensor networks (WSNs), struggle to cope with these demands. Traditional protocols rely on finding a routing path between sensors generating data and sinks acting as gateway or databases. Meanwhile, the network will suffer from high collisions in case of high data rates. In this context, in-network processing solutions are used to leverage the wireless nodes' computations, by distributing processing tasks on the nodes along the routing path. Although in-network processing solutions are very popular in wired networks (e.g., data centers and wide area networks), there are many challenges to adopt these solutions in wireless networks, due to the interference problem. In this paper, we solve the problem of routing and task distribution jointly using a greedy Virtual Network Embedding (VNE) algorithm, and consider power control as well. Through simulations, we compare the proposed algorithm to optimal solutions and show that it achieves good results in terms of delay. Moreover, we discuss its sub-optimality by driving tight lower bounds and loose upper bounds. We also compare our solution with another wireless VNE solution to show the trade-off between delay and symbol error rate."}],"place":"Paris, France","user_id":"65718","title":"An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding"},{"oa":"1","date_updated":"2022-01-06T06:51:22Z","language":[{"iso":"eng"}],"title":"A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO","place":"Marrakech, Morocco","project":[{"name":"Akustische Sensornetzwerke - Teilprojekt ","_id":"27"}],"department":[{"_id":"75"}],"_id":"12882","type":"conference","citation":{"short":"H. Afifi, H. Karl, S. Eikenberg, A. Mueller, L. Gansel, A. Makejkin, K. Hannemann, R. Schellenberg, in: 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), Marrakech, Morocco, 2019.","ieee":"H. Afifi et al., “A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO,” in 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), 2019.","apa":"Afifi, H., Karl, H., Eikenberg, S., Mueller, A., Gansel, L., Makejkin, A., … Schellenberg, R. (2019). A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO. In 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco.","ama":"Afifi H, Karl H, Eikenberg S, et al. A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO. In: 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco; 2019.","chicago":"Afifi, Haitham, Holger Karl, Sebastian Eikenberg, Arnold Mueller, Lars Gansel, Alexander Makejkin, Kai Hannemann, and Rafael Schellenberg. “A Rapid Prototyping for Wireless Virtual Network Embedding Using MARVELO.” In 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco, 2019.","mla":"Afifi, Haitham, et al. “A Rapid Prototyping for Wireless Virtual Network Embedding Using MARVELO.” 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), 2019.","bibtex":"@inproceedings{Afifi_Karl_Eikenberg_Mueller_Gansel_Makejkin_Hannemann_Schellenberg_2019, place={Marrakech, Morocco}, title={A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO}, booktitle={2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)}, author={Afifi, Haitham and Karl, Holger and Eikenberg, Sebastian and Mueller, Arnold and Gansel, Lars and Makejkin, Alexander and Hannemann, Kai and Schellenberg, Rafael}, year={2019} }"},"year":"2019","user_id":"65718","ddc":["006"],"abstract":[{"lang":"eng","text":"One of the major challenges in implementing wireless virtualization is the resource discovery. This is particularly important for the embedding-algorithms that are used to distribute the tasks to nodes. MARVELO is a prototype framework for executing different distributed algorithms on the top of a wireless (802.11) ad-hoc network. The aim of MARVELO is to select the nodes for running the algorithms and to define the routing between the nodes. Hence, it also supports monitoring functionalities to collect information about the available resources and to assist in profiling the algorithms. The objective of this demo is to show how MAVRLEO distributes tasks in an ad-hoc network, based on a feedback from our monitoring tool. Additionally, we explain the work-flow, composition and execution of the framework."}],"date_created":"2019-07-24T07:28:45Z","status":"public","has_accepted_license":"1","file":[{"file_id":"21113","creator":"hafifi","file_size":102976,"relation":"main_file","content_type":"application/pdf","date_updated":"2021-01-30T12:42:31Z","file_name":"demo.pdf","date_created":"2021-01-30T12:39:43Z","access_level":"open_access"}],"file_date_updated":"2021-01-30T12:42:31Z","keyword":["WSN","virtualization","VNE"],"publication":"2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)","author":[{"first_name":"Haitham","full_name":"Afifi, Haitham","last_name":"Afifi","id":"65718"},{"id":"126","last_name":"Karl","full_name":"Karl, Holger","first_name":"Holger"},{"first_name":"Sebastian","full_name":"Eikenberg, Sebastian","last_name":"Eikenberg"},{"last_name":"Mueller","full_name":"Mueller, Arnold","first_name":"Arnold"},{"last_name":"Gansel","full_name":"Gansel, Lars","first_name":"Lars"},{"last_name":"Makejkin","first_name":"Alexander","full_name":"Makejkin, Alexander"},{"last_name":"Hannemann","full_name":"Hannemann, Kai","first_name":"Kai"},{"last_name":"Schellenberg","full_name":"Schellenberg, Rafael","first_name":"Rafael"}]},{"user_id":"44413","ddc":["000"],"title":"Analyzing Data Usage in Array Programs","date_created":"2019-07-24T08:06:11Z","has_accepted_license":"1","status":"public","file":[{"access_level":"closed","date_created":"2019-07-24T07:44:29Z","file_name":"Thesis_Haltermann.pdf","content_type":"application/pdf","date_updated":"2019-07-24T07:44:29Z","relation":"main_file","success":1,"file_size":1344093,"file_id":"12886","creator":"jfh"}],"department":[{"_id":"77"}],"file_date_updated":"2019-07-24T07:44:29Z","author":[{"id":"44413","last_name":"Haltermann","full_name":"Haltermann, Jan Frederik","first_name":"Jan Frederik"}],"date_updated":"2022-01-06T06:51:23Z","_id":"12885","language":[{"iso":"eng"}],"supervisor":[{"last_name":"Wehrheim","id":"573","first_name":"Heike","full_name":"Wehrheim, Heike"}],"year":"2019","citation":{"ieee":"J. F. Haltermann, Analyzing Data Usage in Array Programs. 2019.","short":"J.F. Haltermann, Analyzing Data Usage in Array Programs, 2019.","bibtex":"@book{Haltermann_2019, title={Analyzing Data Usage in Array Programs}, author={Haltermann, Jan Frederik}, year={2019} }","mla":"Haltermann, Jan Frederik. Analyzing Data Usage in Array Programs. 2019.","chicago":"Haltermann, Jan Frederik. Analyzing Data Usage in Array Programs, 2019.","ama":"Haltermann JF. Analyzing Data Usage in Array Programs.; 2019.","apa":"Haltermann, J. F. (2019). Analyzing Data Usage in Array Programs."},"type":"mastersthesis"},{"date_updated":"2022-01-06T06:51:23Z","_id":"12889","year":"2019","citation":{"short":"E. Yigitbas, I. Jovanovikj, S. Sauer, G. Engels, in: Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019.","ieee":"E. Yigitbas, I. Jovanovikj, S. Sauer, and G. Engels, “A Model-based Framework for Context-aware Augmented Reality Applications ,” in Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019.","ama":"Yigitbas E, Jovanovikj I, Sauer S, Engels G. A Model-based Framework for Context-aware Augmented Reality Applications . In: Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019). ; 2019.","apa":"Yigitbas, E., Jovanovikj, I., Sauer, S., & Engels, G. (2019). A Model-based Framework for Context-aware Augmented Reality Applications . In Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019).","chicago":"Yigitbas, Enes, Ivan Jovanovikj, Stefan Sauer, and Gregor Engels. “A Model-Based Framework for Context-Aware Augmented Reality Applications .” In Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019.","bibtex":"@inproceedings{Yigitbas_Jovanovikj_Sauer_Engels_2019, title={A Model-based Framework for Context-aware Augmented Reality Applications }, booktitle={Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019)}, author={Yigitbas, Enes and Jovanovikj, Ivan and Sauer, Stefan and Engels, Gregor}, year={2019} }","mla":"Yigitbas, Enes, et al. “A Model-Based Framework for Context-Aware Augmented Reality Applications .” Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019), 2019."},"type":"conference","language":[{"iso":"eng"}],"title":"A Model-based Framework for Context-aware Augmented Reality Applications ","user_id":"8447","author":[{"last_name":"Yigitbas","id":"8447","first_name":"Enes","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X"},{"last_name":"Jovanovikj","id":"39187","first_name":"Ivan","full_name":"Jovanovikj, Ivan","orcid":"https://orcid.org/0000-0002-1838-794X"},{"full_name":"Sauer, Stefan","first_name":"Stefan","id":"447","last_name":"Sauer"},{"full_name":"Engels, Gregor","first_name":"Gregor","id":"107","last_name":"Engels"}],"publication":"Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019)","department":[{"_id":"66"},{"_id":"534"}],"status":"public","date_created":"2019-07-26T06:56:00Z"},{"file":[{"date_created":"2019-08-07T07:12:21Z","file_name":"IEEE Jounal_2019_Drude_Paper.pdf","access_level":"open_access","file_size":967424,"creator":"huesera","file_id":"12903","content_type":"application/pdf","date_updated":"2019-08-14T07:11:22Z","relation":"main_file"}],"author":[{"last_name":"Drude","id":"11213","first_name":"Lukas","full_name":"Drude, Lukas"},{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","id":"242"}],"publication":"IEEE Journal of Selected Topics in Signal Processing","file_date_updated":"2019-08-14T07:11:22Z","has_accepted_license":"1","status":"public","date_created":"2019-07-26T08:38:46Z","abstract":[{"lang":"eng","text":"We formulate a generic framework for blind source separation (BSS), which allows integrating data-driven spectro-temporal methods, such as deep clustering and deep attractor networks, with physically motivated probabilistic spatial methods, such as complex angular central Gaussian mixture models. The integrated model exploits the complementary strengths of the two approaches to BSS: the strong modeling power of neural networks, which, however, is based on supervised learning, and the ease of unsupervised learning of the spatial mixture models whose few parameters can be estimated on as little as a single segment of a real mixture of speech. Experiments are carried out on both artificially mixed speech and true recordings of speech mixtures. The experiments verify that the integrated models consistently outperform the individual components. We further extend the models to cope with noisy, reverberant speech and introduce a cross-domain teacher–student training where the mixture model serves as the teacher to provide training targets for the student neural network."}],"user_id":"11213","ddc":["050"],"year":"2019","citation":{"chicago":"Drude, Lukas, and Reinhold Haeb-Umbach. “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation.” IEEE Journal of Selected Topics in Signal Processing, 2019. https://doi.org/10.1109/JSTSP.2019.2912565.","apa":"Drude, L., & Haeb-Umbach, R. (2019). Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. IEEE Journal of Selected Topics in Signal Processing. https://doi.org/10.1109/JSTSP.2019.2912565","ama":"Drude L, Haeb-Umbach R. Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. IEEE Journal of Selected Topics in Signal Processing. 2019. doi:10.1109/JSTSP.2019.2912565","bibtex":"@article{Drude_Haeb-Umbach_2019, title={Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation}, DOI={10.1109/JSTSP.2019.2912565}, journal={IEEE Journal of Selected Topics in Signal Processing}, author={Drude, Lukas and Haeb-Umbach, Reinhold}, year={2019} }","mla":"Drude, Lukas, and Reinhold Haeb-Umbach. “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation.” IEEE Journal of Selected Topics in Signal Processing, 2019, doi:10.1109/JSTSP.2019.2912565.","short":"L. Drude, R. Haeb-Umbach, IEEE Journal of Selected Topics in Signal Processing (2019).","ieee":"L. Drude and R. Haeb-Umbach, “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation,” IEEE Journal of Selected Topics in Signal Processing, 2019."},"type":"journal_article","_id":"12890","department":[{"_id":"54"}],"project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"publication_identifier":{"eissn":["1941-0484"]},"title":"Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:23Z","oa":"1","doi":"10.1109/JSTSP.2019.2912565"},{"user_id":"8447","title":"ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond","status":"public","date_created":"2019-07-29T15:28:26Z","author":[{"full_name":"Augstein, Mirjam","first_name":"Mirjam","last_name":"Augstein"},{"first_name":"Eelco","full_name":"Herder, Eelco","last_name":"Herder"},{"last_name":"Wörndl","first_name":"Wolfgang","full_name":"Wörndl, Wolfgang"},{"full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","first_name":"Enes","id":"8447","last_name":"Yigitbas"}],"publisher":"ACM","department":[{"_id":"66"},{"_id":"534"}],"publication":"30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany","_id":"12894","date_updated":"2022-01-06T06:51:24Z","language":[{"iso":"eng"}],"year":"2019","citation":{"short":"M. Augstein, E. Herder, W. Wörndl, E. Yigitbas, in: 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany, ACM, 2019.","ieee":"M. Augstein, E. Herder, W. Wörndl, and E. Yigitbas, “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond,” in 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany, 2019.","ama":"Augstein M, Herder E, Wörndl W, Yigitbas E. ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond. In: 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany. ACM; 2019.","apa":"Augstein, M., Herder, E., Wörndl, W., & Yigitbas, E. (2019). ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond. In 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany. ACM.","chicago":"Augstein, Mirjam, Eelco Herder, Wolfgang Wörndl, and Enes Yigitbas. “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond.” In 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany. ACM, 2019.","bibtex":"@inproceedings{Augstein_Herder_Wörndl_Yigitbas_2019, title={ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond}, booktitle={30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany}, publisher={ACM}, author={Augstein, Mirjam and Herder, Eelco and Wörndl, Wolfgang and Yigitbas, Enes}, year={2019} }","mla":"Augstein, Mirjam, et al. “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond.” 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany, ACM, 2019."},"type":"conference"},{"user_id":"158","ddc":["530"],"file":[{"relation":"main_file","content_type":"application/pdf","date_updated":"2019-08-09T07:09:04Z","file_id":"12909","creator":"fossie","file_size":728533,"access_level":"open_access","date_created":"2019-08-09T07:09:04Z","file_name":"2019-07 Hammer - JOSA B - Oblique Quasi-Lossless Excitation of a Thin Silicon Slab Waveguide (preprint).pdf"}],"author":[{"last_name":"Hammer","id":"48077","first_name":"Manfred","full_name":"Hammer, Manfred","orcid":"0000-0002-6331-9348"},{"full_name":"Ebers, Lena","first_name":"Lena","id":"40428","last_name":"Ebers"},{"orcid":"0000-0001-7059-9862","full_name":"Förstner, Jens","first_name":"Jens","id":"158","last_name":"Förstner"}],"keyword":["tet_topic_waveguides"],"file_date_updated":"2019-08-09T07:09:04Z","publication":"Journal of the Optical Society of America B","status":"public","has_accepted_license":"1","date_created":"2019-08-09T07:07:45Z","volume":36,"intvolume":" 36","_id":"12908","year":"2019","citation":{"chicago":"Hammer, Manfred, Lena Ebers, and Jens Förstner. “Oblique Quasi-Lossless Excitation of a Thin Silicon Slab Waveguide: A Guided-Wave Variant of an Anti-Reflection Coating.” Journal of the Optical Society of America B 36 (2019): 2395. https://doi.org/10.1364/josab.36.002395.","ama":"Hammer M, Ebers L, Förstner J. Oblique quasi-lossless excitation of a thin silicon slab waveguide: a guided-wave variant of an anti-reflection coating. Journal of the Optical Society of America B. 2019;36:2395. doi:10.1364/josab.36.002395","apa":"Hammer, M., Ebers, L., & Förstner, J. (2019). Oblique quasi-lossless excitation of a thin silicon slab waveguide: a guided-wave variant of an anti-reflection coating. Journal of the Optical Society of America B, 36, 2395. https://doi.org/10.1364/josab.36.002395","mla":"Hammer, Manfred, et al. “Oblique Quasi-Lossless Excitation of a Thin Silicon Slab Waveguide: A Guided-Wave Variant of an Anti-Reflection Coating.” Journal of the Optical Society of America B, vol. 36, 2019, p. 2395, doi:10.1364/josab.36.002395.","bibtex":"@article{Hammer_Ebers_Förstner_2019, title={Oblique quasi-lossless excitation of a thin silicon slab waveguide: a guided-wave variant of an anti-reflection coating}, volume={36}, DOI={10.1364/josab.36.002395}, journal={Journal of the Optical Society of America B}, author={Hammer, Manfred and Ebers, Lena and Förstner, Jens}, year={2019}, pages={2395} }","short":"M. Hammer, L. Ebers, J. Förstner, Journal of the Optical Society of America B 36 (2019) 2395.","ieee":"M. Hammer, L. Ebers, and J. Förstner, “Oblique quasi-lossless excitation of a thin silicon slab waveguide: a guided-wave variant of an anti-reflection coating,” Journal of the Optical Society of America B, vol. 36, p. 2395, 2019."},"type":"journal_article","page":"2395","title":"Oblique quasi-lossless excitation of a thin silicon slab waveguide: a guided-wave variant of an anti-reflection coating","department":[{"_id":"61"},{"_id":"230"},{"_id":"429"}],"project":[{"name":"TRR 142","_id":"53"},{"_id":"56","name":"TRR 142 - Project Area C"},{"name":"TRR 142 - Subproject C5","_id":"75"}],"publication_status":"published","publication_identifier":{"issn":["0740-3224","1520-8540"]},"date_updated":"2022-01-06T06:51:24Z","oa":"1","doi":"10.1364/josab.36.002395","language":[{"iso":"eng"}]},{"language":[{"iso":"eng"}],"type":"conference","year":"2019","citation":{"mla":"Razzaghi Kouchaksaraei, Hadi, and Holger Karl. “Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services.” 15th International Conference on Network and Service Management (CNSM), 2019.","bibtex":"@inproceedings{Razzaghi Kouchaksaraei_Karl_2019, place={Halifax, Canada}, title={Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services}, booktitle={15th International Conference on Network and Service Management (CNSM)}, author={Razzaghi Kouchaksaraei, Hadi and Karl, Holger}, year={2019} }","chicago":"Razzaghi Kouchaksaraei, Hadi, and Holger Karl. “Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services.” In 15th International Conference on Network and Service Management (CNSM). Halifax, Canada, 2019.","ama":"Razzaghi Kouchaksaraei H, Karl H. Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services. In: 15th International Conference on Network and Service Management (CNSM). Halifax, Canada; 2019.","apa":"Razzaghi Kouchaksaraei, H., & Karl, H. (2019). Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services. In 15th International Conference on Network and Service Management (CNSM). Halifax, Canada.","ieee":"H. Razzaghi Kouchaksaraei and H. Karl, “Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services,” in 15th International Conference on Network and Service Management (CNSM), Halifax, Canada, 2019.","short":"H. Razzaghi Kouchaksaraei, H. Karl, in: 15th International Conference on Network and Service Management (CNSM), Halifax, Canada, 2019."},"conference":{"location":"Halifax, Canada","start_date":"2019-10-21","name":"15th International Conference on Network and Service Management","end_date":"2019-10-25"},"date_updated":"2022-01-06T06:51:24Z","_id":"12912","department":[{"_id":"34"}],"publication":"15th International Conference on Network and Service Management (CNSM)","author":[{"first_name":"Hadi","full_name":"Razzaghi Kouchaksaraei, Hadi","last_name":"Razzaghi Kouchaksaraei","id":"60845"},{"full_name":"Karl, Holger","first_name":"Holger","id":"126","last_name":"Karl"}],"project":[{"grant_number":"762057","name":"5G Programmable Infrastructure Converging disaggregated neTwork and compUte Resources","_id":"23"},{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"16","name":"SFB 901 - Subproject C4"}],"date_created":"2019-08-12T08:12:30Z","status":"public","publication_status":"published","place":"Halifax, Canada","user_id":"60845","title":"Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services"},{"user_id":"30525","ddc":["530"],"article_type":"original","has_accepted_license":"1","status":"public","date_created":"2019-08-14T06:14:21Z","volume":19,"file":[{"file_size":7514916,"creator":"zentgraf","file_id":"15331","content_type":"application/pdf","date_updated":"2019-12-14T14:34:11Z","relation":"main_file","success":1,"file_name":"NanoLetters_2019.pdf","date_created":"2019-12-14T14:34:11Z","access_level":"closed"}],"quality_controlled":"1","author":[{"full_name":"Reineke, Bernhard","first_name":"Bernhard","last_name":"Reineke"},{"last_name":"Sain","full_name":"Sain, Basudeb","first_name":"Basudeb"},{"last_name":"Zhao","first_name":"Ruizhe","full_name":"Zhao, Ruizhe"},{"full_name":"Carletti, Luca","first_name":"Luca","last_name":"Carletti"},{"last_name":"Liu","full_name":"Liu, Bingyi","first_name":"Bingyi"},{"full_name":"Huang, Lingling","first_name":"Lingling","last_name":"Huang"},{"first_name":"Costantino","full_name":"de Angelis, Costantino","last_name":"de Angelis"},{"orcid":"0000-0002-8662-1101","full_name":"Zentgraf, Thomas","first_name":"Thomas","id":"30525","last_name":"Zentgraf"}],"file_date_updated":"2019-12-14T14:34:11Z","publication":"Nano Letters","issue":"9","intvolume":" 19","_id":"12917","citation":{"short":"B. Reineke, B. Sain, R. Zhao, L. Carletti, B. Liu, L. Huang, C. de Angelis, T. Zentgraf, Nano Letters 19 (2019) 6585–6591.","ieee":"B. Reineke et al., “Silicon metasurfaces for third harmonic geometric phase manipulation and multiplexed holography,” Nano Letters, vol. 19, no. 9, pp. 6585–6591, 2019.","chicago":"Reineke, Bernhard, Basudeb Sain, Ruizhe Zhao, Luca Carletti, Bingyi Liu, Lingling Huang, Costantino de Angelis, and Thomas Zentgraf. “Silicon Metasurfaces for Third Harmonic Geometric Phase Manipulation and Multiplexed Holography.” Nano Letters 19, no. 9 (2019): 6585–6591. https://doi.org/10.1021/acs.nanolett.9b02844.","apa":"Reineke, B., Sain, B., Zhao, R., Carletti, L., Liu, B., Huang, L., … Zentgraf, T. (2019). Silicon metasurfaces for third harmonic geometric phase manipulation and multiplexed holography. Nano Letters, 19(9), 6585–6591. https://doi.org/10.1021/acs.nanolett.9b02844","ama":"Reineke B, Sain B, Zhao R, et al. Silicon metasurfaces for third harmonic geometric phase manipulation and multiplexed holography. 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Götte, K. Hinnenthal, and C. Scheideler, “Faster Construction of Overlay Networks,” in Structural Information and Communication Complexity, 2019.","short":"T. Götte, K. Hinnenthal, C. Scheideler, in: Structural Information and Communication Complexity, Cham, 2019.","mla":"Götte, Thorsten, et al. “Faster Construction of Overlay Networks.” Structural Information and Communication Complexity, 2019, doi:10.1007/978-3-030-24922-9_18.","bibtex":"@inproceedings{Götte_Hinnenthal_Scheideler_2019, place={Cham}, title={Faster Construction of Overlay Networks}, DOI={10.1007/978-3-030-24922-9_18}, booktitle={Structural Information and Communication Complexity}, author={Götte, Thorsten and Hinnenthal, Kristian and Scheideler, Christian}, year={2019} }","chicago":"Götte, Thorsten, Kristian Hinnenthal, and Christian Scheideler. “Faster Construction of Overlay Networks.” In Structural Information and Communication Complexity. 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Hansmeier, M. Platzner, M.J.H. Pantho, D. Andrews, Journal of Signal Processing Systems 91 (2019) 1259–1272.","ieee":"T. Hansmeier, M. Platzner, M. J. H. Pantho, and D. Andrews, “An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology,” Journal of Signal Processing Systems, vol. 91, no. 11, pp. 1259–1272, 2019.","ama":"Hansmeier T, Platzner M, Pantho MJH, Andrews D. An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology. Journal of Signal Processing Systems. 2019;91(11):1259-1272. doi:10.1007/s11265-018-1435-y","apa":"Hansmeier, T., Platzner, M., Pantho, M. J. H., & Andrews, D. (2019). An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology. 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There is substantial interest in being able to verify such proofs and also in using them for further computations. In this paper, we present an FPGA accelerator for checking resolution proofs, a popular proof format. Our accelerator exploits parallelism at the low level by implementing the basic resolution step in hardware, and at the high level by instantiating a number of parallel modules for proof checking. Since proof checking involves highly irregular memory accesses, we employ Hybrid Memory Cube technology for accelerator memory. The results show that while the accelerator is scalable and achieves speedups for all benchmark proofs, performance improvements are currently limited by the overhead of transitioning the proof into the accelerator memory."}],"user_id":"49992","author":[{"last_name":"Hansmeier","id":"49992","first_name":"Tim","orcid":"0000-0003-1377-3339","full_name":"Hansmeier, Tim"},{"full_name":"Platzner, Marco","first_name":"Marco","id":"398","last_name":"Platzner"},{"full_name":"Pantho, Md Jubaer Hossain","first_name":"Md Jubaer Hossain","last_name":"Pantho"},{"first_name":"David","full_name":"Andrews, David","last_name":"Andrews"}],"publication":"Journal of Signal Processing Systems","status":"public","date_created":"2019-08-26T13:41:57Z","volume":91,"date_updated":"2022-01-06T06:51:27Z","doi":"10.1007/s11265-018-1435-y","language":[{"iso":"eng"}],"title":"An Accelerator for Resolution Proof Checking based on FPGA and Hybrid Memory Cube Technology","department":[{"_id":"78"}],"publication_status":"published","publication_identifier":{"issn":["1939-8018","1939-8115"]}},{"user_id":"477","ddc":["040"],"title":"Vandalism Detection in Crowdsourced Knowledge Bases","file":[{"access_level":"closed","date_created":"2020-01-16T12:09:52Z","file_name":"Dissertation_Stefan_Heindorf.pdf","date_updated":"2020-01-16T12:09:52Z","content_type":"application/pdf","success":1,"relation":"main_file","file_size":1740910,"file_id":"15603","creator":"florida"}],"author":[{"orcid":"0000-0002-4525-6865","full_name":"Heindorf, Stefan","first_name":"Stefan","id":"11871","last_name":"Heindorf"}],"publisher":"Universität Paderborn","department":[{"_id":"66"}],"file_date_updated":"2020-01-16T12:09:52Z","status":"public","has_accepted_license":"1","date_created":"2019-12-17T06:15:38Z","project":[{"_id":"1","name":"SFB 901"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C5","_id":"17"}],"_id":"15333","date_updated":"2022-01-06T06:52:20Z","supervisor":[{"id":"107","last_name":"Engels","full_name":"Engels, Gregor","first_name":"Gregor"}],"language":[{"iso":"eng"}],"year":"2019","type":"dissertation","citation":{"ieee":"S. Heindorf, Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn, 2019.","short":"S. Heindorf, Vandalism Detection in Crowdsourced Knowledge Bases, Universität Paderborn, 2019.","bibtex":"@book{Heindorf_2019, title={Vandalism Detection in Crowdsourced Knowledge Bases}, publisher={Universität Paderborn}, author={Heindorf, Stefan}, year={2019} }","mla":"Heindorf, Stefan. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn, 2019.","chicago":"Heindorf, Stefan. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn, 2019.","ama":"Heindorf S. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn; 2019.","apa":"Heindorf, S. (2019). Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn."}},{"language":[{"iso":"eng"}],"type":"working_paper","year":"2019","citation":{"ieee":"V. Gawehn, Banks and Corporate Income Taxation: A Review. SSRN, 2019.","short":"V. Gawehn, Banks and Corporate Income Taxation: A Review, SSRN, 2019.","bibtex":"@book{Gawehn_2019, title={Banks and Corporate Income Taxation: A Review}, publisher={SSRN}, author={Gawehn, Vanessa}, year={2019} }","mla":"Gawehn, Vanessa. Banks and Corporate Income Taxation: A Review. SSRN, 2019.","chicago":"Gawehn, Vanessa. Banks and Corporate Income Taxation: A Review. SSRN, 2019.","apa":"Gawehn, V. (2019). Banks and Corporate Income Taxation: A Review. SSRN.","ama":"Gawehn V. Banks and Corporate Income Taxation: A Review. SSRN; 2019."},"page":"34","_id":"15367","date_updated":"2022-01-06T06:52:21Z","author":[{"full_name":"Gawehn, Vanessa","first_name":"Vanessa","id":"52547","last_name":"Gawehn"}],"publisher":"SSRN","department":[{"_id":"186"},{"_id":"189"}],"keyword":["corporate income taxes","banks","stakeholder approach","decision-making process"],"status":"public","date_created":"2019-12-18T06:56:24Z","publication_status":"published","abstract":[{"text":"n this paper, I review the empirical literature in the intersection of banks and corporate income taxation that emerged over the last two decades. To structure the included studies, I use a stakeholder approach and outline how corporate income taxation plays into the relation of banks and their four main stakeholders: bank regulators, customers, investors and tax authorities. My contribution to the literature is threefold: First, I contribute by providing, to the best of my knowledge, a first comprehensive review on this topic. Second, I point to areas for future research. Third, I deduce policy implications from the studies under review. In sum, the studies show that taxes distort banks’ pricing decisions, the relative attractiveness of debt and equity financing, the decision to report on or off the balance sheet and banks’ investment allocations. Empirical insights on how tax rules affect banks’ decision-making are helpful for policymakers to tailor suitable and sustainable tax legislation directed at banks. ","lang":"eng"}],"user_id":"48187","title":"Banks and Corporate Income Taxation: A Review"},{"main_file_link":[{"url":"https://ieeexplore.ieee.org/abstract/document/8717922"}],"language":[{"iso":"eng"}],"year":"2019","type":"conference","citation":{"apa":"Soenen, T., Vicens, F., Bonnet, J., Parada, C., Kapassa, E., Touloupou, M., … Tavernier, W. (2019). SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies. In 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) (pp. 707–708). Arlington, VA, USA, USA.","ama":"Soenen T, Vicens F, Bonnet J, et al. SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies. In: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). ; 2019:707-708.","chicago":"Soenen, Thomas, Felipe Vicens, José Bonnet, Carlos Parada, Evgenia Kapassa, Marious Touloupou, Eleni Fotopulou, et al. “SLA-Controlled Proxy Service Through Customisable MANO Supporting Operator Policies.” In 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 707–8, 2019.","bibtex":"@inproceedings{Soenen_Vicens_Bonnet_Parada_Kapassa_Touloupou_Fotopulou_Zafeiropoulos_Pol_Kolometsos_et al._2019, title={SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies}, booktitle={2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)}, author={Soenen, Thomas and Vicens, Felipe and Bonnet, José and Parada, Carlos and Kapassa, Evgenia and Touloupou, Marious and Fotopulou, Eleni and Zafeiropoulos, Anastasios and Pol, Ana and Kolometsos, Stavros and et al.}, year={2019}, pages={707–708} }","mla":"Soenen, Thomas, et al. “SLA-Controlled Proxy Service Through Customisable MANO Supporting Operator Policies.” 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2019, pp. 707–08.","short":"T. Soenen, F. Vicens, J. Bonnet, C. Parada, E. Kapassa, M. Touloupou, E. Fotopulou, A. Zafeiropoulos, A. Pol, S. Kolometsos, G. Xilouris, P. Alemany, R. Vilalta, P. Trakadas, P. Karkazis, M. Peuster, W. Tavernier, in: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2019, pp. 707–708.","ieee":"T. Soenen et al., “SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies,” in 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), Arlington, VA, USA, USA, 2019, pp. 707–708."},"page":"707-708","_id":"15368","date_updated":"2022-01-06T06:52:21Z","conference":{"location":"Arlington, VA, USA, USA","name":"IFIP/IEEE Symposium on Integrated Network and Service Management (IM)"},"author":[{"last_name":"Soenen","first_name":"Thomas","full_name":"Soenen, Thomas"},{"last_name":"Vicens","full_name":"Vicens, Felipe","first_name":"Felipe"},{"first_name":"José","full_name":"Bonnet, José","last_name":"Bonnet"},{"first_name":"Carlos","full_name":"Parada, Carlos","last_name":"Parada"},{"last_name":"Kapassa","full_name":"Kapassa, Evgenia","first_name":"Evgenia"},{"last_name":"Touloupou","first_name":"Marious","full_name":"Touloupou, Marious"},{"first_name":"Eleni","full_name":"Fotopulou, Eleni","last_name":"Fotopulou"},{"full_name":"Zafeiropoulos, Anastasios","first_name":"Anastasios","last_name":"Zafeiropoulos"},{"last_name":"Pol","first_name":"Ana","full_name":"Pol, Ana"},{"last_name":"Kolometsos","first_name":"Stavros","full_name":"Kolometsos, Stavros"},{"last_name":"Xilouris","full_name":"Xilouris, George","first_name":"George"},{"last_name":"Alemany","full_name":"Alemany, Pol","first_name":"Pol"},{"last_name":"Vilalta","full_name":"Vilalta, Ricard","first_name":"Ricard"},{"last_name":"Trakadas","full_name":"Trakadas, Panos","first_name":"Panos"},{"last_name":"Karkazis","first_name":"Panos","full_name":"Karkazis, Panos"},{"first_name":"Manuel","full_name":"Peuster, Manuel","last_name":"Peuster","id":"13271"},{"last_name":"Tavernier","full_name":"Tavernier, Wouter","first_name":"Wouter"}],"publication":"2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM)","keyword":["5G mobile communication","contracts","quality of service","telecommunication traffic","virtualisation","custom service lifecycle management components","lifecycle management events","network service developer","elastic proxy service","SLA-controlled proxy service","customisable MANO","operator policies","Service Level Agreements","unique 5G TANGO concept","5G TANGO NFV platform","quality of service","traffic regimes","high availability SLA","Monitoring","Probes","Portals","Quality of service","Tools","Servers","Graphical user interfaces"],"status":"public","date_created":"2019-12-18T06:54:18Z","project":[{"_id":"28","grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps"}],"publication_identifier":{"issn":["1573-0077"]},"abstract":[{"text":"Service Level Agreements are essential tools enabling clients and telco operators to specify required quality of service. The 5GTANGO NFV platform enables SLAs through policies and custom service lifecycle management components. This allows the operator to trigger certain lifecycle management events for a service, and the network service developer to define how to execute such events (e.g., how to scale). In this demo we will demonstrate this unique 5GTANGO concept using an elastic proxy service supported by a high availability SLA enforced through a range of traffic regimes.","lang":"eng"}],"user_id":"13271","title":"SLA-controlled Proxy Service Through Customisable MANO Supporting Operator Policies"},{"_id":"15369","date_updated":"2022-01-06T06:52:21Z","language":[{"iso":"eng"}],"type":"conference","year":"2019","citation":{"short":"M. Müller, D. Behnke, P.-B. Bök, M. Peuster, S.B. Schneider, H. Karl, in: IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), IEEE, Helsinki, 2019.","ieee":"M. Müller, D. Behnke, P.-B. Bök, M. Peuster, S. B. Schneider, and H. Karl, “5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing,” in IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), 2019.","ama":"Müller M, Behnke D, Bök P-B, Peuster M, Schneider SB, Karl H. 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. In: IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE; 2019.","apa":"Müller, M., Behnke, D., Bök, P.-B., Peuster, M., Schneider, S. B., & Karl, H. (2019). 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. In IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE.","chicago":"Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Manuel Peuster, Stefan Balthasar Schneider, and Holger Karl. “5G as Key Technology for Networked Factories: Application of Vertical-Specific Network Services for Enabling Flexible Smart Manufacturing.” In IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE, 2019.","bibtex":"@inproceedings{Müller_Behnke_Bök_Peuster_Schneider_Karl_2019, place={Helsinki}, title={5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing}, booktitle={IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN)}, publisher={IEEE}, author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Peuster, Manuel and Schneider, Stefan Balthasar and Karl, Holger}, year={2019} }","mla":"Müller, Marcel, et al. “5G as Key Technology for Networked Factories: Application of Vertical-Specific Network Services for Enabling Flexible Smart Manufacturing.” IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN), IEEE, 2019."},"place":"Helsinki","user_id":"13271","title":"5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing","author":[{"full_name":"Müller, Marcel","first_name":"Marcel","last_name":"Müller"},{"last_name":"Behnke","full_name":"Behnke, Daniel","first_name":"Daniel"},{"full_name":"Bök, Patrick-Benjamin","first_name":"Patrick-Benjamin","last_name":"Bök"},{"id":"13271","last_name":"Peuster","full_name":"Peuster, Manuel","first_name":"Manuel"},{"id":"35343","last_name":"Schneider","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011","first_name":"Stefan Balthasar"},{"last_name":"Karl","id":"126","first_name":"Holger","full_name":"Karl, Holger"}],"publisher":"IEEE","publication":"IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN)","department":[{"_id":"75"}],"status":"public","date_created":"2019-12-18T07:27:24Z","project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"},{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"}]},{"department":[{"_id":"75"}],"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area C","_id":"4"},{"_id":"16","name":"SFB 901 - Subproject C4"},{"name":"5G Development and validation platform for global industry-specific network services and Apps","grant_number":"761493","_id":"28"}],"place":"Halifax","title":"The Softwarised Network Data Zoo","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:21Z","oa":"1","file_date_updated":"2019-12-18T08:10:23Z","publication":"IEEE/IFIP 15th International Conference on Network and Service Management (CNSM)","author":[{"first_name":"Manuel","full_name":"Peuster, Manuel","last_name":"Peuster","id":"13271"},{"orcid":"0000-0001-8210-4011","full_name":"Schneider, Stefan Balthasar","first_name":"Stefan Balthasar","id":"35343","last_name":"Schneider"},{"full_name":"Karl, Holger","first_name":"Holger","id":"126","last_name":"Karl"}],"publisher":"IEEE/IFIP","file":[{"file_name":"main_for_ris.pdf","date_created":"2019-12-18T08:10:23Z","access_level":"open_access","file_size":515208,"file_id":"15377","creator":"peuster","content_type":"application/pdf","date_updated":"2019-12-18T08:10:23Z","relation":"main_file"}],"date_created":"2019-12-18T07:30:45Z","status":"public","has_accepted_license":"1","abstract":[{"text":"More and more management and orchestration approaches for (software) networks are based on machine learning paradigms and solutions. These approaches depend not only on their program code to operate properly, but also require enough input data to train their internal models. However, such training data is barely available for the software networking domain and most presented solutions rely on their own, sometimes not even published, data sets. This makes it hard, or even infeasible, to reproduce and compare many of the existing solutions. As a result, it ultimately slows down the adoption of machine learning approaches in softwarised networks. To this end, we introduce the \"softwarised network data zoo\" (SNDZoo), an open collection of software networking data sets aiming to streamline and ease machine learning research in the software networking domain. We present a general methodology to collect, archive, and publish those data sets for use by other researches and, as an example, eight initial data sets, focusing on the performance of virtualised network functions.\r\n","lang":"eng"}],"ddc":["000"],"user_id":"13271","main_file_link":[{"open_access":"1","url":"http://dl.ifip.org/db/conf/cnsm/cnsm2019/1570555677.pdf"}],"year":"2019","citation":{"bibtex":"@inproceedings{Peuster_Schneider_Karl_2019, place={Halifax}, title={The Softwarised Network Data Zoo}, booktitle={IEEE/IFIP 15th International Conference on Network and Service Management (CNSM)}, publisher={IEEE/IFIP}, author={Peuster, Manuel and Schneider, Stefan Balthasar and Karl, Holger}, year={2019} }","mla":"Peuster, Manuel, et al. “The Softwarised Network Data Zoo.” IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), IEEE/IFIP, 2019.","chicago":"Peuster, Manuel, Stefan Balthasar Schneider, and Holger Karl. “The Softwarised Network Data Zoo.” In IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP, 2019.","apa":"Peuster, M., Schneider, S. B., & Karl, H. (2019). The Softwarised Network Data Zoo. In IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP.","ama":"Peuster M, Schneider SB, Karl H. The Softwarised Network Data Zoo. In: IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP; 2019.","ieee":"M. Peuster, S. B. Schneider, and H. Karl, “The Softwarised Network Data Zoo,” in IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), 2019.","short":"M. Peuster, S.B. Schneider, H. Karl, in: IEEE/IFIP 15th International Conference on Network and Service Management (CNSM), IEEE/IFIP, Halifax, 2019."},"type":"conference","_id":"15371"},{"date_created":"2019-12-18T07:36:04Z","project":[{"_id":"28","name":"5G Development and validation platform for global industry-specific network services and Apps","grant_number":"761493"}],"status":"public","department":[{"_id":"75"}],"publication":" IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","author":[{"last_name":"Nuriddinov","first_name":"Askhat","full_name":"Nuriddinov, Askhat"},{"full_name":"Tavernier, Wouter","first_name":"Wouter","last_name":"Tavernier"},{"first_name":"Didier","full_name":"Colle, Didier","last_name":"Colle"},{"first_name":"Mario","full_name":"Pickavet, Mario","last_name":"Pickavet"},{"last_name":"Peuster","id":"13271","first_name":"Manuel","full_name":"Peuster, Manuel"},{"first_name":"Stefan Balthasar","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011","last_name":"Schneider","id":"35343"}],"publisher":"IEEE","user_id":"13271","title":"Reproducible Functional Tests for Multi-scale Network Services","place":"Dallas","language":[{"iso":"eng"}],"type":"conference","citation":{"ieee":"A. Nuriddinov, W. Tavernier, D. Colle, M. Pickavet, M. Peuster, and S. B. Schneider, “Reproducible Functional Tests for Multi-scale Network Services,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","short":"A. Nuriddinov, W. Tavernier, D. Colle, M. Pickavet, M. Peuster, S.B. Schneider, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019.","mla":"Nuriddinov, Askhat, et al. “Reproducible Functional Tests for Multi-Scale Network Services.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019.","bibtex":"@inproceedings{Nuriddinov_Tavernier_Colle_Pickavet_Peuster_Schneider_2019, place={Dallas}, title={Reproducible Functional Tests for Multi-scale Network Services}, booktitle={ IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Nuriddinov, Askhat and Tavernier, Wouter and Colle, Didier and Pickavet, Mario and Peuster, Manuel and Schneider, Stefan Balthasar}, year={2019} }","ama":"Nuriddinov A, Tavernier W, Colle D, Pickavet M, Peuster M, Schneider SB. Reproducible Functional Tests for Multi-scale Network Services. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","apa":"Nuriddinov, A., Tavernier, W., Colle, D., Pickavet, M., Peuster, M., & Schneider, S. B. (2019). Reproducible Functional Tests for Multi-scale Network Services. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","chicago":"Nuriddinov, Askhat, Wouter Tavernier, Didier Colle, Mario Pickavet, Manuel Peuster, and Stefan Balthasar Schneider. “Reproducible Functional Tests for Multi-Scale Network Services.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019."},"year":"2019","_id":"15372","date_updated":"2022-01-06T06:52:21Z"},{"date_updated":"2022-01-06T06:52:22Z","oa":"1","language":[{"iso":"eng"}],"place":"Dallas","title":"FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios","department":[{"_id":"75"}],"project":[{"_id":"28","name":"5G Development and validation platform for global industry-specific network services and Apps","grant_number":"761493"},{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"}],"_id":"15373","type":"conference","citation":{"bibtex":"@inproceedings{Moro_Peuster_Karl_Capone_2019, place={Dallas}, title={FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Moro, Daniele and Peuster, Manuel and Karl, Holger and Capone, Antonio}, year={2019} }","mla":"Moro, Daniele, et al. “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019.","chicago":"Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.","apa":"Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","ama":"Moro D, Peuster M, Karl H, Capone A. FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","ieee":"D. Moro, M. Peuster, H. Karl, and A. Capone, “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","short":"D. Moro, M. Peuster, H. Karl, A. Capone, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019."},"year":"2019","abstract":[{"lang":"eng","text":"Offloading packet processing tasks to programmable switches and/or to programmable network interfaces, so called “SmartNICs”, is one of the key concepts to prepare softwarized networks for the high traffic demands of the future. However, implementing network functions that make use of those offload- ing technologies is still challenging and usually requires the availability of specialized hardware. It becomes even harder if heterogeneous services, making use of different offloading and network virtualization technologies, should be developed.\r\nIn this paper, we introduce FOP4 (Function Offloading Pro- totyping with P4), a novel prototyping platform that allows to prototype heterogeneous software network scenarios, including container-based, P4-switch-based, and SmartNIC-based network functions. The presented work substantially extends our existing Containernet platform with the means to prototype offloading scenarios. Besides presenting the platform’s system design, we evaluate its scalability and show that it can run scenarios with more than 64 P4 switch or SmartNIC nodes on a single laptop. Finally, we presented a case study in which we use the presented platform to prototype an extended in-band network telemetry use case."}],"ddc":["000"],"user_id":"13271","publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","file_date_updated":"2019-12-18T08:11:37Z","author":[{"last_name":"Moro","first_name":"Daniele","full_name":"Moro, Daniele"},{"last_name":"Peuster","id":"13271","first_name":"Manuel","full_name":"Peuster, Manuel"},{"id":"126","last_name":"Karl","full_name":"Karl, Holger","first_name":"Holger"},{"last_name":"Capone","first_name":"Antonio","full_name":"Capone, Antonio"}],"publisher":"IEEE","file":[{"creator":"peuster","file_id":"15378","file_size":657216,"relation":"main_file","date_updated":"2019-12-18T08:11:37Z","content_type":"application/pdf","file_name":"main_for_ris.pdf","date_created":"2019-12-18T08:11:37Z","access_level":"open_access"}],"date_created":"2019-12-18T07:39:28Z","has_accepted_license":"1","status":"public"},{"title":"Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios","place":"Dallas","project":[{"name":"SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Subproject C4","_id":"16"}],"department":[{"_id":"75"}],"oa":"1","date_updated":"2022-01-06T06:52:22Z","language":[{"iso":"eng"}],"ddc":["000"],"user_id":"13271","abstract":[{"text":"Emulation platforms supporting Virtual Network Functions (VNFs) allow developers to rapidly prototype network services. None of the available platforms, however, supports experimenting with programmable data planes to enable VNF offloading. In this demonstration, we show FOP4, a flexible platform that provides support for Docker-based VNFs, and VNF offloading, by means of P4-enabled switches. The platform provides interfaces to program the P4 devices and to deploy network functions. We demonstrate FOP4 with two complex example scenarios, demonstrating how developers can exploit data plane programmability to implement network functions.","lang":"eng"}],"has_accepted_license":"1","status":"public","date_created":"2019-12-18T07:41:21Z","publisher":"IEEE","author":[{"last_name":"Moro","full_name":"Moro, Daniele","first_name":"Daniele"},{"last_name":"Peuster","id":"13271","first_name":"Manuel","full_name":"Peuster, Manuel"},{"first_name":"Holger","full_name":"Karl, Holger","last_name":"Karl","id":"126"},{"full_name":"Capone, Antonio","first_name":"Antonio","last_name":"Capone"}],"publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","file_date_updated":"2019-12-18T08:12:28Z","file":[{"date_created":"2019-12-18T08:12:28Z","file_name":"main_for_ris.pdf","access_level":"open_access","creator":"peuster","file_id":"15379","file_size":370456,"relation":"main_file","content_type":"application/pdf","date_updated":"2019-12-18T08:12:28Z"}],"_id":"15374","citation":{"bibtex":"@inproceedings{Moro_Peuster_Karl_Capone_2019, place={Dallas}, title={Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Moro, Daniele and Peuster, Manuel and Karl, Holger and Capone, Antonio}, year={2019} }","mla":"Moro, Daniele, et al. “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios.” IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2019.","chicago":"Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios.” In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.","ama":"Moro D, Peuster M, Karl H, Capone A. Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.","apa":"Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.","ieee":"D. Moro, M. Peuster, H. Karl, and A. Capone, “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2019.","short":"D. Moro, M. Peuster, H. Karl, A. 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Scand J Med Sci Sports. 2019;29(2):251-258. doi:10.1111/sms.13322","mla":"An, YW, et al. “Neuroplastic Changes in Anterior Cruciate Ligament Reconstruction Patients from Neuromechanical Decoupling.” Scand J Med Sci Sports, vol. 29, no. 2, 2019, pp. 251–58, doi:10.1111/sms.13322.","bibtex":"@article{An_DiTrani Lobacz_Lehmann_Baumeister_Rose_Higginson_Rosen_Swanik_2019, title={Neuroplastic changes in anterior cruciate ligament reconstruction patients from neuromechanical decoupling.}, volume={29}, DOI={10.1111/sms.13322}, number={2}, journal={Scand J Med Sci Sports}, author={An, YW and DiTrani Lobacz, A and Lehmann, T and Baumeister, Jochen and Rose, WC and Higginson, JS and Rosen, J and Swanik, CB}, year={2019}, pages={251–258} }"},"intvolume":" 29","_id":"15426","issue":"2","publication":"Scand J Med Sci Sports","author":[{"last_name":"An","full_name":"An, YW","first_name":"YW"},{"last_name":"DiTrani Lobacz","first_name":"A","full_name":"DiTrani Lobacz, A"},{"last_name":"Lehmann","first_name":"T","full_name":"Lehmann, T"},{"id":"46","last_name":"Baumeister","full_name":"Baumeister, Jochen","orcid":"0000-0003-2683-5826","first_name":"Jochen"},{"last_name":"Rose","full_name":"Rose, WC","first_name":"WC"},{"first_name":"JS","full_name":"Higginson, JS","last_name":"Higginson"},{"last_name":"Rosen","full_name":"Rosen, J","first_name":"J"},{"full_name":"Swanik, CB","first_name":"CB","last_name":"Swanik"}],"volume":29,"date_created":"2019-12-30T15:01:05Z","status":"public","user_id":"62406"},{"language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:25Z","doi":"10.1016/j.knee.2019.06.010","department":[{"_id":"17"},{"_id":"172"}],"publication_identifier":{"issn":["0968-0160","1873-5800"]},"external_id":{"pmid":["31431339"]},"title":"Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests.","pmid":"1","page":"978-987","year":"2019","citation":{"ama":"Dingenen B, Truijen J, Bellemans J, Gokeler A. Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests. Knee. 2019;26(5):978-987. doi:10.1016/j.knee.2019.06.010","apa":"Dingenen, B., Truijen, J., Bellemans, J., & Gokeler, A. (2019). Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests. Knee, 26(5), 978–987. https://doi.org/10.1016/j.knee.2019.06.010","chicago":"Dingenen, B, J Truijen, J Bellemans, and A Gokeler. “Test-Retest Reliability and Discriminative Ability of Forward, Medial and Rotational Single-Leg Hop Tests.” Knee 26, no. 5 (2019): 978–87. https://doi.org/10.1016/j.knee.2019.06.010.","mla":"Dingenen, B., et al. “Test-Retest Reliability and Discriminative Ability of Forward, Medial and Rotational Single-Leg Hop Tests.” Knee, vol. 26, no. 5, 2019, pp. 978–87, doi:10.1016/j.knee.2019.06.010.","bibtex":"@article{Dingenen_Truijen_Bellemans_Gokeler_2019, title={Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests.}, volume={26}, DOI={10.1016/j.knee.2019.06.010}, number={5}, journal={Knee}, author={Dingenen, B and Truijen, J and Bellemans, J and Gokeler, A}, year={2019}, pages={978–987} }","short":"B. Dingenen, J. Truijen, J. Bellemans, A. Gokeler, Knee 26 (2019) 978–987.","ieee":"B. Dingenen, J. Truijen, J. Bellemans, and A. Gokeler, “Test-retest reliability and discriminative ability of forward, medial and rotational single-leg hop tests.,” Knee, vol. 26, no. 5, pp. 978–987, 2019."},"type":"journal_article","_id":"15429","intvolume":" 26","issue":"5","publication":"Knee","author":[{"full_name":"Dingenen, B","first_name":"B","last_name":"Dingenen"},{"first_name":"J","full_name":"Truijen, J","last_name":"Truijen"},{"first_name":"J","full_name":"Bellemans, J","last_name":"Bellemans"},{"full_name":"Gokeler, A","first_name":"A","last_name":"Gokeler"}],"date_created":"2019-12-31T10:38:19Z","status":"public","volume":26,"user_id":"62406"},{"date_updated":"2022-01-06T06:52:25Z","_id":"15430","language":[{"iso":"eng"}],"year":"2019","citation":{"short":"E. Yigitbas, Model-Driven Engineering of Self-Adaptive User Interfaces, 2019.","ieee":"E. Yigitbas, Model-Driven Engineering of Self-Adaptive User Interfaces. 2019.","apa":"Yigitbas, E. (2019). Model-Driven Engineering of Self-Adaptive User Interfaces.","ama":"Yigitbas E. Model-Driven Engineering of Self-Adaptive User Interfaces.; 2019.","chicago":"Yigitbas, Enes. Model-Driven Engineering of Self-Adaptive User Interfaces, 2019.","bibtex":"@book{Yigitbas_2019, title={Model-Driven Engineering of Self-Adaptive User Interfaces}, author={Yigitbas, Enes}, year={2019} }","mla":"Yigitbas, Enes. Model-Driven Engineering of Self-Adaptive User Interfaces. 2019."},"type":"dissertation","user_id":"8447","title":"Model-Driven Engineering of Self-Adaptive User Interfaces","status":"public","date_created":"2020-01-06T14:03:32Z","author":[{"full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","first_name":"Enes","id":"8447","last_name":"Yigitbas"}],"department":[{"_id":"66"},{"_id":"534"}]},{"publisher":"Universitätsbibliothek Paderborn, 2019","author":[{"full_name":"Schütte, Jan","orcid":"0000-0001-9025-9742","first_name":"Jan","id":"22109","last_name":"Schütte"},{"full_name":"Sextro, Walter","first_name":"Walter","id":"21220","last_name":"Sextro"},{"last_name":"Kohl","full_name":"Kohl, Sergej","first_name":"Sergej"}],"publication":"Fachtagung Mechatronik 2019","department":[{"_id":"151"}],"status":"public","date_created":"2020-01-09T10:00:32Z","publication_status":"published","place":"Paderborn","abstract":[{"lang":"ger","text":"Die Achse als einzige Verbindung zwischen Fahrzeugaufbau und Rad hat die Hauptaufgabe das Rad auf der Straße zuführen. Kinematisch betrachtet übernimmt die Radaufhängung, als Teil der Achse, die Funktion, zwischen Rad und Fahrzeugaufbaueinen vertikalen Freiheitsgrad zur Aufnahme von Fahrbahnunebenheiten zu realisieren. Die aus der RadhubundElastokinematik resultierenden Radstellungsänderungen bestimmen dabei maßgeblich die Fahrdynamik. Zur objektivenBeurteilung von Radaufhängungen ist eine genaue Charakterisierung der Radhub- und Elastokinematik erforderlich.Daher wurde zur Identifikation der kinematischen, elastokinematischen und dynamischen Radaufhängungseigenschaftenam Lehrstuhl für Dynamik und Mechatronik der Universität Paderborn ein Halbachsprüfstand entwickelt. Bei der Auslegungwurde Wert auf ein möglichst breites Einsatzspektrum gelegt. Es können verschiedene Typen von Einzelradaufhängungenin Serien- oder Prototypenkonfiguration am Prüfstand analysiert werden. Er ermöglicht eine Identifikation derdynamischen Radstellungsänderungen unter verschiedenen fahrdynamischen Lastfällen und regellosen Anregungen."}],"user_id":"22109","title":"Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen","language":[{"iso":"ger"}],"citation":{"short":"J. Schütte, W. Sextro, S. Kohl, in: Fachtagung Mechatronik 2019, Universitätsbibliothek Paderborn, 2019, Paderborn, 2019.","ieee":"J. Schütte, W. Sextro, and S. Kohl, “Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen,” in Fachtagung Mechatronik 2019, Paderborn, 2019.","apa":"Schütte, J., Sextro, W., & Kohl, S. (2019). Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen. In Fachtagung Mechatronik 2019. Paderborn: Universitätsbibliothek Paderborn, 2019. https://doi.org/10.17619/UNIPB/1-777","ama":"Schütte J, Sextro W, Kohl S. Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen. In: Fachtagung Mechatronik 2019. Paderborn: Universitätsbibliothek Paderborn, 2019; 2019. doi:10.17619/UNIPB/1-777","chicago":"Schütte, Jan, Walter Sextro, and Sergej Kohl. “Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen.” In Fachtagung Mechatronik 2019. Paderborn: Universitätsbibliothek Paderborn, 2019, 2019. https://doi.org/10.17619/UNIPB/1-777.","mla":"Schütte, Jan, et al. “Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen.” Fachtagung Mechatronik 2019, Universitätsbibliothek Paderborn, 2019, 2019, doi:10.17619/UNIPB/1-777.","bibtex":"@inproceedings{Schütte_Sextro_Kohl_2019, place={Paderborn}, title={Halbachsprüfstand zur kinematischen, elastokinematischen und dynamischen Charakterisierung von Radaufhängungen}, DOI={10.17619/UNIPB/1-777}, booktitle={Fachtagung Mechatronik 2019}, publisher={Universitätsbibliothek Paderborn, 2019}, author={Schütte, Jan and Sextro, Walter and Kohl, Sergej}, year={2019} }"},"type":"conference","year":"2019","_id":"15475","date_updated":"2022-01-06T06:52:25Z","conference":{"end_date":"28.03.2019","start_date":"27.03.2019","name":"Fachtagung Mechatronik 2019","location":"Paderborn"},"doi":"10.17619/UNIPB/1-777"},{"conference":{"name":"International Conference on Field-Programmable Technology (FPT)"},"_id":"15478","type":"conference","year":"2019","citation":{"chicago":"Gorlani, Paolo, Tobias Kenter, and Christian Plessl. “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs.” In Proceedings of the International Conference on Field-Programmable Technology (FPT). IEEE, 2019. https://doi.org/10.1109/ICFPT47387.2019.00020.","apa":"Gorlani, P., Kenter, T., & Plessl, C. (2019). OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs. In Proceedings of the International Conference on Field-Programmable Technology (FPT). IEEE. https://doi.org/10.1109/ICFPT47387.2019.00020","ama":"Gorlani P, Kenter T, Plessl C. OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs. In: Proceedings of the International Conference on Field-Programmable Technology (FPT). IEEE; 2019. doi:10.1109/ICFPT47387.2019.00020","mla":"Gorlani, Paolo, et al. “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs.” Proceedings of the International Conference on Field-Programmable Technology (FPT), IEEE, 2019, doi:10.1109/ICFPT47387.2019.00020.","bibtex":"@inproceedings{Gorlani_Kenter_Plessl_2019, title={OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs}, DOI={10.1109/ICFPT47387.2019.00020}, booktitle={Proceedings of the International Conference on Field-Programmable Technology (FPT)}, publisher={IEEE}, author={Gorlani, Paolo and Kenter, Tobias and Plessl, Christian}, year={2019} }","short":"P. Gorlani, T. Kenter, C. Plessl, in: Proceedings of the International Conference on Field-Programmable Technology (FPT), IEEE, 2019.","ieee":"P. Gorlani, T. Kenter, and C. Plessl, “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs,” in Proceedings of the International Conference on Field-Programmable Technology (FPT), 2019."},"abstract":[{"lang":"eng","text":"Stratix 10 FPGA cards have a good potential for the acceleration of HPC workloads since the Stratix 10 product line introduces devices with a large number of DSP and memory blocks. The high level synthesis of OpenCL codes can play a fundamental role for FPGAs in HPC, because it allows to implement different designs with lower development effort compared to hand optimized HDL. However, Stratix 10 cards are still hard to fully exploit using the Intel FPGA SDK for OpenCL. The implementation of designs with thousands of concurrent arithmetic operations often suffers from place and route problems that limit the maximum frequency or entirely prevent a successful synthesis. In order to overcome these issues for the implementation of the matrix multiplication, we formulate Cannon's matrix multiplication algorithm with regard to its efficient synthesis within the FPGA logic. We obtain a two-level block algorithm, where the lower level sub-matrices are multiplied using our Cannon's algorithm implementation. Following this design approach with multiple compute units, we are able to get maximum frequencies close to and above 300 MHz with high utilization of DSP and memory blocks. This allows for performance results above 1 TeraFLOPS."}],"user_id":"3145","ddc":["004"],"file":[{"success":1,"relation":"main_file","date_updated":"2020-01-09T12:53:57Z","content_type":"application/pdf","creator":"plessl","file_id":"15479","file_size":250559,"access_level":"closed","date_created":"2020-01-09T12:53:57Z","file_name":"gorlani19_fpt.pdf"}],"publication":"Proceedings of the International Conference on Field-Programmable Technology (FPT)","file_date_updated":"2020-01-09T12:53:57Z","quality_controlled":"1","author":[{"full_name":"Gorlani, Paolo","first_name":"Paolo","id":"72045","last_name":"Gorlani"},{"id":"3145","last_name":"Kenter","full_name":"Kenter, Tobias","first_name":"Tobias"},{"first_name":"Christian","orcid":"0000-0001-5728-9982","full_name":"Plessl, Christian","last_name":"Plessl","id":"16153"}],"publisher":"IEEE","date_created":"2020-01-09T12:54:48Z","status":"public","has_accepted_license":"1","date_updated":"2022-01-06T06:52:26Z","doi":"10.1109/ICFPT47387.2019.00020","language":[{"iso":"eng"}],"title":"OpenCL Implementation of Cannon's Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs","department":[{"_id":"27"},{"_id":"518"}],"project":[{"_id":"33","name":"HighPerMeshes","grant_number":"01|H16005"},{"_id":"32","name":"Performance and Efficiency in HPC with Custom Computing","grant_number":"PL 595/2-1"}]},{"type":"conference","citation":{"bibtex":"@inproceedings{Thiel_Steidl_Henning_2019, place={Von-Münchhausen-Str. 49, 31515 Wunstorf}, title={P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press}, DOI={10.5162/SENSOREN2019/P2.9}, booktitle={20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019}, author={Thiel, Christian and Steidl, Carolin and Henning, Bernd}, editor={AMA Service GmbHEditor}, year={2019} }","mla":"Thiel, Christian, et al. “P2.9 Comparison of Deep Feature Extraction Techniques for Varying-Length Time Series from an Industrial Piercing Press.” 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019, edited by AMA Service GmbH, 2019, doi:10.5162/SENSOREN2019/P2.9.","chicago":"Thiel, Christian, Carolin Steidl, and Bernd Henning. “P2.9 Comparison of Deep Feature Extraction Techniques for Varying-Length Time Series from an Industrial Piercing Press.” In 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019, edited by AMA Service GmbH. Von-Münchhausen-Str. 49, 31515 Wunstorf, 2019. https://doi.org/10.5162/SENSOREN2019/P2.9.","ama":"Thiel C, Steidl C, Henning B. P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press. In: AMA Service GmbH, ed. 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019. Von-Münchhausen-Str. 49, 31515 Wunstorf; 2019. doi:10.5162/SENSOREN2019/P2.9","apa":"Thiel, C., Steidl, C., & Henning, B. (2019). P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press. In AMA Service GmbH (Ed.), 20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019. Von-Münchhausen-Str. 49, 31515 Wunstorf. https://doi.org/10.5162/SENSOREN2019/P2.9","ieee":"C. Thiel, C. Steidl, and B. Henning, “P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press,” in 20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019, 2019.","short":"C. Thiel, C. Steidl, B. Henning, in: AMA Service GmbH (Ed.), 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019, Von-Münchhausen-Str. 49, 31515 Wunstorf, 2019."},"year":"2019","language":[{"iso":"eng"}],"doi":"10.5162/SENSOREN2019/P2.9","corporate_editor":["AMA Service GmbH"],"date_updated":"2022-01-06T06:52:27Z","_id":"15488","publication_identifier":{"isbn":["978-3-9819376-0-2"]},"date_created":"2020-01-10T16:03:58Z","status":"public","department":[{"_id":"49"}],"keyword":["Dynamic Time Warping","Feature Extraction","Masking","Neural Networks"],"publication":"20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019","author":[{"last_name":"Thiel","full_name":"Thiel, Christian","first_name":"Christian"},{"last_name":"Steidl","full_name":"Steidl, Carolin","first_name":"Carolin"},{"full_name":"Henning, Bernd","first_name":"Bernd","id":"213","last_name":"Henning"}],"title":"P2.9 Comparison of deep feature extraction techniques for varying-length time series from an industrial piercing press","user_id":"11829","abstract":[{"lang":"eng","text":"The continuous refinement of sensor technologies enables the manufacturing industry to capture increasing amounts of data during the production process. As processes take time to complete, sensors register large amounts of time-series-like data for each product. In order to make this data usable, a feature extraction is mandatory. In this work, we discuss and evaluate different network architectures, input pre-processing and cost functions regarding, among other aspects, their suitability for time series of different lengths."}],"place":"Von-Münchhausen-Str. 49, 31515 Wunstorf"},{"title":"Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung","user_id":"14931","abstract":[{"text":"ZusammenfassungTraining mit ergänzendem verzögertem Feedback zeigt sich zum Erlernen einer postoperativen Teilbelastung beim Gehen an Unterarmgehstützen effektiv. Insbesondere die Verwendung von Bandbreitenfeedback hat sich bei anderen Bewegungsaufgaben im Hinblick auf die Ausführungspräzision, -konstanz und -automatizität als vorteilhaft erwiesen. In einer Studie mit 31 jungen gesunden Erwachsenen untersuchten wir diese Parameter im Rahmen eines Feedbacktrainings während einer Teilbelastungsaufgabe und verglichen dabei eine Bandbreitenmethode mit einem 100 %-Feedback und einer Kontrollbedingung.Die in anderen Studien aufgezeigten Vorteile des Bandbreitenfeedbacks konnten in diesem Kontext für keinen der 3 Zielparameter gezeigt werden. Darüber hinaus ergeben sich aus den Daten 2 wichtige Hinweise für die rehabilitative Praxis: Zum einen konnten mit nur wenigen feedbackgestützten Übungsversuchen deutliche und zudem relativ behaltensstabile Reduktionen der Teilbelastung erreicht werden, zum anderen zeigte sich, dass das Teilbelastungsgehen einen hohen kognitiven Aufwand erfordert, der sich auch nach 2 umfangreichen Übungssitzungen nicht verringert und dazu führt, dass die Einhaltung der Teilbelastung bei Aufmerksamkeitsablenkung im Alltag beeinträchtigt sein könnte.","lang":"eng"}],"publication_identifier":{"issn":["1613-0863","1613-3269"]},"publication_status":"published","status":"public","date_created":"2020-01-13T06:38:11Z","author":[{"first_name":"Daniel","full_name":"Krause, Daniel","last_name":"Krause"},{"id":"33708","last_name":"Paschen","full_name":"Paschen, Linda","orcid":"0000-0001-8186-6487","first_name":"Linda"},{"id":"35756","last_name":"Vogt","orcid":"0000-0003-4975-7189","full_name":"Vogt, Sarah","first_name":"Sarah"}],"publication":"B&G Bewegungstherapie und Gesundheitssport","doi":"10.1055/a-0818-7603","_id":"15492","date_updated":"2022-01-06T06:52:27Z","citation":{"ieee":"D. Krause, L. Paschen, and S. Vogt, “Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung,” B&G Bewegungstherapie und Gesundheitssport, pp. 14–19, 2019, doi: 10.1055/a-0818-7603.","short":"D. Krause, L. Paschen, S. Vogt, B&G Bewegungstherapie und Gesundheitssport (2019) 14–19.","mla":"Krause, Daniel, et al. “Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung.” B&G Bewegungstherapie und Gesundheitssport, 2019, pp. 14–19, doi:10.1055/a-0818-7603.","bibtex":"@article{Krause_Paschen_Vogt_2019, title={Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung}, DOI={10.1055/a-0818-7603}, journal={B&G Bewegungstherapie und Gesundheitssport}, author={Krause, Daniel and Paschen, Linda and Vogt, Sarah}, year={2019}, pages={14–19} }","ama":"Krause D, Paschen L, Vogt S. Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung. B&G Bewegungstherapie und Gesundheitssport. Published online 2019:14-19. doi:10.1055/a-0818-7603","apa":"Krause, D., Paschen, L., & Vogt, S. (2019). Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung. B&G Bewegungstherapie und Gesundheitssport, 14–19. https://doi.org/10.1055/a-0818-7603","chicago":"Krause, Daniel, Linda Paschen, and Sarah Vogt. “Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung.” B&G Bewegungstherapie und Gesundheitssport, 2019, 14–19. https://doi.org/10.1055/a-0818-7603."},"year":"2019","type":"journal_article","page":"14-19","language":[{"iso":"ger"}]},{"type":"conference","citation":{"ieee":"M. Purrmann and N. Wünderlich, “Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms,” in Proceedings of the 2019 Frontiers in Service Conference, Singapore, 2019.","short":"M. Purrmann, N. Wünderlich, in: Proceedings of the 2019 Frontiers in Service Conference, 2019.","mla":"Purrmann, Maren, and Nancy Wünderlich. “Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms.” Proceedings of the 2019 Frontiers in Service Conference, 2019.","bibtex":"@inproceedings{Purrmann_Wünderlich_2019, title={Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms}, booktitle={Proceedings of the 2019 Frontiers in Service Conference}, author={Purrmann, Maren and Wünderlich, Nancy}, year={2019} }","apa":"Purrmann, M., & Wünderlich, N. (2019). 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Kühne, “Time-dependent vibrational sum-frequency generation spectroscopy of the air-water interface,” Communications Chemistry, vol. 2, no. 1, p. 116, 2019."},"type":"journal_article","year":"2019","page":"116","language":[{"iso":"eng"}],"title":"Time-dependent vibrational sum-frequency generation spectroscopy of the air-water interface","user_id":"71692","publication_identifier":{"issn":["2399-3669"]},"volume":2,"publication_status":"published","status":"public","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"date_created":"2020-01-30T13:06:44Z","author":[{"full_name":"Ojha, Deepak","first_name":"Deepak","last_name":"Ojha"},{"last_name":"Kaliannan","full_name":"Kaliannan, Naveen Kumar","first_name":"Naveen Kumar"},{"first_name":"Thomas D.","full_name":"Kühne, Thomas D.","last_name":"Kühne"}],"publication":"Communications Chemistry"},{"user_id":"71692","title":"Accessing the Accuracy of Density Functional Theory through Structure and Dynamics of the Water–Air Interface","department":[{"_id":"304"}],"publication":"The Journal of Physical Chemistry Letters","author":[{"full_name":"Ohto, Tatsuhiko","first_name":"Tatsuhiko","last_name":"Ohto"},{"last_name":"Dodia","full_name":"Dodia, Mayank","first_name":"Mayank"},{"last_name":"Xu","first_name":"Jianhang","full_name":"Xu, Jianhang"},{"first_name":"Sho","full_name":"Imoto, Sho","last_name":"Imoto"},{"full_name":"Tang, Fujie","first_name":"Fujie","last_name":"Tang"},{"last_name":"Zysk","full_name":"Zysk, Frederik","first_name":"Frederik"},{"last_name":"Kühne","first_name":"Thomas D.","full_name":"Kühne, Thomas D."},{"last_name":"Shigeta","full_name":"Shigeta, Yasuteru","first_name":"Yasuteru"},{"last_name":"Bonn","full_name":"Bonn, Mischa","first_name":"Mischa"},{"last_name":"Wu","first_name":"Xifan","full_name":"Wu, Xifan"},{"full_name":"Nagata, Yuki","first_name":"Yuki","last_name":"Nagata"}],"date_created":"2020-01-30T13:14:09Z","status":"public","volume":10,"publication_status":"published","publication_identifier":{"issn":["1948-7185","1948-7185"]},"date_updated":"2022-01-06T06:52:32Z","_id":"15738","intvolume":" 10","doi":"10.1021/acs.jpclett.9b01983","language":[{"iso":"eng"}],"page":"4914-4919","type":"journal_article","year":"2019","citation":{"ama":"Ohto T, Dodia M, Xu J, et al. 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Kühne, et al. “Accessing the Accuracy of Density Functional Theory through Structure and Dynamics of the Water–Air Interface.” The Journal of Physical Chemistry Letters 10 (2019): 4914–19. https://doi.org/10.1021/acs.jpclett.9b01983.","mla":"Ohto, Tatsuhiko, et al. “Accessing the Accuracy of Density Functional Theory through Structure and Dynamics of the Water–Air Interface.” The Journal of Physical Chemistry Letters, vol. 10, 2019, pp. 4914–19, doi:10.1021/acs.jpclett.9b01983.","bibtex":"@article{Ohto_Dodia_Xu_Imoto_Tang_Zysk_Kühne_Shigeta_Bonn_Wu_et al._2019, title={Accessing the Accuracy of Density Functional Theory through Structure and Dynamics of the Water–Air Interface}, volume={10}, DOI={10.1021/acs.jpclett.9b01983}, journal={The Journal of Physical Chemistry Letters}, author={Ohto, Tatsuhiko and Dodia, Mayank and Xu, Jianhang and Imoto, Sho and Tang, Fujie and Zysk, Frederik and Kühne, Thomas D. and Shigeta, Yasuteru and Bonn, Mischa and Wu, Xifan and et al.}, year={2019}, pages={4914–4919} }","short":"T. Ohto, M. Dodia, J. Xu, S. Imoto, F. Tang, F. Zysk, T.D. Kühne, Y. Shigeta, M. Bonn, X. Wu, Y. Nagata, The Journal of Physical Chemistry Letters 10 (2019) 4914–4919.","ieee":"T. Ohto et al., “Accessing the Accuracy of Density Functional Theory through Structure and Dynamics of the Water–Air Interface,” The Journal of Physical Chemistry Letters, vol. 10, pp. 4914–4919, 2019."}}]