[{"place":"Dallas","project":[{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"}],"title":"Reproducible Functional Tests for Multi-scale Network Services","author":[{"last_name":"Nuriddinov","first_name":"Askhat","full_name":"Nuriddinov, Askhat"},{"full_name":"Tavernier, Wouter","first_name":"Wouter","last_name":"Tavernier"},{"full_name":"Colle, Didier","first_name":"Didier","last_name":"Colle"},{"last_name":"Pickavet","full_name":"Pickavet, Mario","first_name":"Mario"},{"full_name":"Peuster, Manuel","first_name":"Manuel","id":"13271","last_name":"Peuster"},{"id":"35343","last_name":"Schneider","first_name":"Stefan Balthasar","full_name":"Schneider, Stefan Balthasar","orcid":"0000-0001-8210-4011"}],"department":[{"_id":"75"}],"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 <i> IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, 2019.","chicago":"Nuriddinov, Askhat, Wouter Tavernier, Didier Colle, Mario Pickavet, Manuel Peuster, and Stefan Balthasar Schneider. “Reproducible Functional Tests for Multi-Scale Network Services.” In <i> IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE, 2019.","ama":"Nuriddinov A, Tavernier W, Colle D, Pickavet M, Peuster M, Schneider SB. Reproducible Functional Tests for Multi-scale Network Services. In: <i> IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE; 2019.","apa":"Nuriddinov, A., Tavernier, W., Colle, D., Pickavet, M., Peuster, M., &#38; Schneider, S. B. (2019). Reproducible Functional Tests for Multi-scale Network Services. In <i> IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE.","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.","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} }","mla":"Nuriddinov, Askhat, et al. “Reproducible Functional Tests for Multi-Scale Network Services.” <i> IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, IEEE, 2019."},"user_id":"13271","language":[{"iso":"eng"}],"type":"conference","year":"2019","status":"public","date_created":"2019-12-18T07:36:04Z","publication":" IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","publisher":"IEEE","date_updated":"2022-01-06T06:52:21Z","_id":"15372"},{"place":"Dallas","author":[{"first_name":"Daniele","full_name":"Moro, Daniele","last_name":"Moro"},{"first_name":"Manuel","full_name":"Peuster, Manuel","last_name":"Peuster","id":"13271"},{"first_name":"Holger","full_name":"Karl, Holger","last_name":"Karl","id":"126"},{"first_name":"Antonio","full_name":"Capone, Antonio","last_name":"Capone"}],"department":[{"_id":"75"}],"citation":{"chicago":"Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios.” In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE, 2019.","ieee":"D. Moro, M. Peuster, H. Karl, and A. Capone, “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios,” in <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, 2019.","ama":"Moro D, Peuster M, Karl H, Capone A. FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios. In: <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE; 2019.","apa":"Moro, D., Peuster, M., Karl, H., &#38; Capone, A. (2019). FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios. In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE.","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.","mla":"Moro, Daniele, et al. “FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios.” <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, IEEE, 2019.","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} }"},"language":[{"iso":"eng"}],"year":"2019","status":"public","date_created":"2019-12-18T07:39:28Z","publisher":"IEEE","date_updated":"2022-01-06T06:52:22Z","file_date_updated":"2019-12-18T08:11:37Z","_id":"15373","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"}],"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."}],"has_accepted_license":"1","title":"FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios","file":[{"relation":"main_file","date_updated":"2019-12-18T08:11:37Z","creator":"peuster","file_name":"main_for_ris.pdf","file_size":657216,"file_id":"15378","content_type":"application/pdf","access_level":"open_access","date_created":"2019-12-18T08:11:37Z"}],"oa":"1","user_id":"13271","type":"conference","ddc":["000"],"publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)"},{"publisher":"IEEE","date_created":"2019-12-18T07:41:21Z","status":"public","language":[{"iso":"eng"}],"year":"2019","_id":"15374","file_date_updated":"2019-12-18T08:12:28Z","date_updated":"2022-01-06T06:52:22Z","author":[{"full_name":"Moro, Daniele","first_name":"Daniele","last_name":"Moro"},{"id":"13271","last_name":"Peuster","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"}],"place":"Dallas","citation":{"ieee":"D. Moro, M. Peuster, H. Karl, and A. Capone, “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios,” in <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, 2019.","chicago":"Moro, Daniele, Manuel Peuster, Holger Karl, and Antonio Capone. “Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios.” In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE, 2019.","apa":"Moro, D., Peuster, M., Karl, H., &#38; Capone, A. (2019). Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios. In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE.","ama":"Moro D, Peuster M, Karl H, Capone A. Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios. In: <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE; 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.","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.” <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, IEEE, 2019."},"department":[{"_id":"75"}],"ddc":["000"],"publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","type":"conference","file":[{"relation":"main_file","date_updated":"2019-12-18T08:12:28Z","date_created":"2019-12-18T08:12:28Z","file_id":"15379","content_type":"application/pdf","access_level":"open_access","file_size":370456,"file_name":"main_for_ris.pdf","creator":"peuster"}],"title":"Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios","has_accepted_license":"1","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"}],"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - Subproject C4","_id":"16"}],"user_id":"13271","oa":"1"},{"publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","date_created":"2019-12-18T07:45:20Z","publisher":"IEEE","type":"conference","year":"2019","language":[{"iso":"eng"}],"status":"public","_id":"15375","date_updated":"2022-01-06T06:52:22Z","title":"Putting NFV into Reality: Physical Smart Manufacturing Testbed","author":[{"first_name":"Marcel","full_name":"Müller, Marcel","last_name":"Müller"},{"full_name":"Behnke, Daniel","first_name":"Daniel","last_name":"Behnke"},{"first_name":"Patrick-Benjamin","full_name":"Bök, Patrick-Benjamin","last_name":"Bök"},{"orcid":"0000-0001-8210-4011","last_name":"Schneider","id":"35343","full_name":"Schneider, Stefan Balthasar","first_name":"Stefan Balthasar"},{"first_name":"Manuel","full_name":"Peuster, Manuel","last_name":"Peuster","id":"13271"},{"full_name":"Karl, Holger","first_name":"Holger","id":"126","last_name":"Karl"}],"project":[{"grant_number":"761493","name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28"}],"place":"Dallas","citation":{"short":"M. Müller, D. Behnke, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019.","bibtex":"@inproceedings{Müller_Behnke_Bök_Schneider_Peuster_Karl_2019, place={Dallas}, title={Putting NFV into Reality: Physical Smart Manufacturing Testbed}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019} }","mla":"Müller, Marcel, et al. “Putting NFV into Reality: Physical Smart Manufacturing Testbed.” <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, IEEE, 2019.","ieee":"M. Müller, D. Behnke, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl, “Putting NFV into Reality: Physical Smart Manufacturing Testbed,” in <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, 2019.","chicago":"Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Stefan Balthasar Schneider, Manuel Peuster, and Holger Karl. “Putting NFV into Reality: Physical Smart Manufacturing Testbed.” In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE, 2019.","apa":"Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., &#38; Karl, H. (2019). Putting NFV into Reality: Physical Smart Manufacturing Testbed. In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE.","ama":"Müller M, Behnke D, Bök P-B, Schneider SB, Peuster M, Karl H. Putting NFV into Reality: Physical Smart Manufacturing Testbed. In: <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE; 2019."},"user_id":"13271","department":[{"_id":"75"}]},{"date_created":"2019-12-18T07:47:17Z","publication":"IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)","publisher":"IEEE","language":[{"iso":"eng"}],"type":"conference","year":"2019","status":"public","_id":"15376","date_updated":"2022-01-06T06:52:22Z","title":"NFV-driven intrusion detection for smart manufacturing","author":[{"last_name":"Behnke","full_name":"Behnke, Daniel","first_name":"Daniel"},{"last_name":"Müller","first_name":"Marcel","full_name":"Müller, Marcel"},{"last_name":"Bök","first_name":"Patrick-Benjamin","full_name":"Bök, Patrick-Benjamin"},{"orcid":"0000-0001-8210-4011","last_name":"Schneider","id":"35343","full_name":"Schneider, Stefan Balthasar","first_name":"Stefan Balthasar"},{"first_name":"Manuel","full_name":"Peuster, Manuel","last_name":"Peuster","id":"13271"},{"first_name":"Holger","full_name":"Karl, Holger","id":"126","last_name":"Karl"}],"place":"Dallas","project":[{"name":"5G Development and validation platform for global industry-specific network services and Apps","_id":"28","grant_number":"761493"}],"citation":{"short":"D. Behnke, M. Müller, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, Dallas, 2019.","bibtex":"@inproceedings{Behnke_Müller_Bök_Schneider_Peuster_Karl_2019, place={Dallas}, title={NFV-driven intrusion detection for smart manufacturing}, booktitle={IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, publisher={IEEE}, author={Behnke, Daniel and Müller, Marcel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019} }","mla":"Behnke, Daniel, et al. “NFV-Driven Intrusion Detection for Smart Manufacturing.” <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, IEEE, 2019.","ieee":"D. Behnke, M. Müller, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl, “NFV-driven intrusion detection for smart manufacturing,” in <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>, 2019.","chicago":"Behnke, Daniel, Marcel Müller, Patrick-Benjamin Bök, Stefan Balthasar Schneider, Manuel Peuster, and Holger Karl. “NFV-Driven Intrusion Detection for Smart Manufacturing.” In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE, 2019.","ama":"Behnke D, Müller M, Bök P-B, Schneider SB, Peuster M, Karl H. NFV-driven intrusion detection for smart manufacturing. In: <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE; 2019.","apa":"Behnke, D., Müller, M., Bök, P.-B., Schneider, S. B., Peuster, M., &#38; Karl, H. (2019). NFV-driven intrusion detection for smart manufacturing. In <i>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)</i>. Dallas: IEEE."},"user_id":"13271","department":[{"_id":"75"}]},{"place":"Cham","doi":"10.1007/978-3-030-36691-9_27","title":"Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study","author":[{"id":"53344","last_name":"Berendes","first_name":"Carsten Ingo","full_name":"Berendes, Carsten Ingo"}],"citation":{"ieee":"C. I. Berendes, “Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study,” in <i>Business Information Systems Workshops</i>, 2019.","chicago":"Berendes, Carsten Ingo. “Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study.” In <i>Business Information Systems Workshops</i>. Cham, 2019. <a href=\"https://doi.org/10.1007/978-3-030-36691-9_27\">https://doi.org/10.1007/978-3-030-36691-9_27</a>.","apa":"Berendes, C. I. (2019). Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study. In <i>Business Information Systems Workshops</i>. Cham. <a href=\"https://doi.org/10.1007/978-3-030-36691-9_27\">https://doi.org/10.1007/978-3-030-36691-9_27</a>","ama":"Berendes CI. Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study. In: <i>Business Information Systems Workshops</i>. Cham; 2019. doi:<a href=\"https://doi.org/10.1007/978-3-030-36691-9_27\">10.1007/978-3-030-36691-9_27</a>","short":"C.I. Berendes, in: Business Information Systems Workshops, Cham, 2019.","bibtex":"@inproceedings{Berendes_2019, place={Cham}, title={Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-36691-9_27\">10.1007/978-3-030-36691-9_27</a>}, booktitle={Business Information Systems Workshops}, author={Berendes, Carsten Ingo}, year={2019} }","mla":"Berendes, Carsten Ingo. “Towards Analyzing High Street Customer Trajectories - A Data-Driven Case Study.” <i>Business Information Systems Workshops</i>, 2019, doi:<a href=\"https://doi.org/10.1007/978-3-030-36691-9_27\">10.1007/978-3-030-36691-9_27</a>."},"publication_status":"published","user_id":"53344","language":[{"iso":"eng"}],"year":"2019","type":"conference","publication_identifier":{"isbn":["9783030366902","9783030366919"],"issn":["1865-1348","1865-1356"]},"status":"public","date_created":"2019-12-18T15:18:24Z","publication":"Business Information Systems Workshops","date_updated":"2022-01-06T06:52:22Z","_id":"15391"},{"title":"New Quick And Easy Publication - Will be edited by LibreCat team","file":[{"file_size":101175,"file_name":"CV_Baumeister_engl_long.pdf","creator":"jochenb","date_created":"2019-12-28T16:52:29Z","file_id":"15417","content_type":"application/pdf","access_level":"open_access","relation":"main_file","date_updated":"2019-12-28T16:52:29Z"}],"author":[{"orcid":"0000-0003-2683-5826","id":"46","last_name":"Baumeister","first_name":"Jochen","full_name":"Jochen Baumeister"}],"has_accepted_license":1,"citation":{"mla":"Baumeister, Jochen. “New Quick And Easy Publication - Will Be Edited by LibreCat Team.” <i>Quick And Easy Journal Title</i>, 2019.","bibtex":"@article{Baumeister_2019, title={New Quick And Easy Publication - Will be edited by LibreCat team}, journal={Quick And Easy Journal Title}, author={Baumeister, Jochen}, year={2019} }","short":"J. Baumeister, Quick And Easy Journal Title (2019).","ama":"Baumeister J. New Quick And Easy Publication - Will be edited by LibreCat team. <i>Quick And Easy Journal Title</i>. 2019.","apa":"Baumeister, J. (2019). New Quick And Easy Publication - Will be edited by LibreCat team. <i>Quick And Easy Journal Title</i>.","chicago":"Baumeister, Jochen. “New Quick And Easy Publication - Will Be Edited by LibreCat Team.” <i>Quick And Easy Journal Title</i>, 2019.","ieee":"J. Baumeister, “New Quick And Easy Publication - Will be edited by LibreCat team,” <i>Quick And Easy Journal Title</i>, 2019."},"oa":"1","user_id":"46","date_created":"2019-12-28T16:52:41Z","publication":"Quick And Easy Journal Title","year":"2019","type":"journal_article","status":"public","_id":"15416","file_date_updated":"2019-12-28T16:52:29Z","date_updated":"2022-01-06T06:52:25Z"},{"department":[{"_id":"17"},{"_id":"172"}],"external_id":{"pmid":["31553654"]},"user_id":"46","citation":{"short":"Y. An, A. Lobacz, J. Baumeister, W. Rose, J. Higginson, J. Rosen, C. Swanik, J Athl Train (2019).","mla":"An, YW, et al. “Negative Emotion and Joint-Stiffness Regulation Strategies After Anterior Cruciate Ligament Injury.” <i>J Athl Train</i>, 2019, doi:<a href=\"https://doi.org/10.4085/1062-6050-246-18\">10.4085/1062-6050-246-18</a>.","bibtex":"@article{An_Lobacz_Baumeister_Rose_Higginson_Rosen_Swanik_2019, title={Negative Emotion and Joint-Stiffness Regulation Strategies After Anterior Cruciate Ligament Injury.}, DOI={<a href=\"https://doi.org/10.4085/1062-6050-246-18\">10.4085/1062-6050-246-18</a>}, journal={J Athl Train}, author={An, YW and Lobacz, AD and Baumeister, Jochen and Rose, WC and Higginson, JS and Rosen, J and Swanik, CB}, year={2019} }","chicago":"An, YW, AD Lobacz, Jochen Baumeister, WC Rose, JS Higginson, J Rosen, and CB Swanik. “Negative Emotion and Joint-Stiffness Regulation Strategies After Anterior Cruciate Ligament Injury.” <i>J Athl Train</i>, 2019. <a href=\"https://doi.org/10.4085/1062-6050-246-18\">https://doi.org/10.4085/1062-6050-246-18</a>.","ieee":"Y. An <i>et al.</i>, “Negative Emotion and Joint-Stiffness Regulation Strategies After Anterior Cruciate Ligament Injury.,” <i>J Athl Train</i>, 2019.","apa":"An, Y., Lobacz, A., Baumeister, J., Rose, W., Higginson, J., Rosen, J., &#38; Swanik, C. (2019). Negative Emotion and Joint-Stiffness Regulation Strategies After Anterior Cruciate Ligament Injury. <i>J Athl Train</i>. <a href=\"https://doi.org/10.4085/1062-6050-246-18\">https://doi.org/10.4085/1062-6050-246-18</a>","ama":"An Y, Lobacz A, Baumeister J, et al. 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(2019). <i>Model-Driven Engineering of Self-Adaptive User Interfaces</i>.","chicago":"Yigitbas, Enes. <i>Model-Driven Engineering of Self-Adaptive User Interfaces</i>, 2019.","ieee":"E. Yigitbas, <i>Model-Driven Engineering of Self-Adaptive User Interfaces</i>. 2019.","mla":"Yigitbas, Enes. <i>Model-Driven Engineering of Self-Adaptive User Interfaces</i>. 2019.","bibtex":"@book{Yigitbas_2019, title={Model-Driven Engineering of Self-Adaptive User Interfaces}, author={Yigitbas, Enes}, year={2019} }","short":"E. Yigitbas, Model-Driven Engineering of Self-Adaptive User Interfaces, 2019."},"user_id":"8447","department":[{"_id":"66"},{"_id":"534"}],"title":"Model-Driven Engineering of Self-Adaptive User Interfaces","author":[{"last_name":"Yigitbas","id":"8447","first_name":"Enes","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X"}],"_id":"15430","date_updated":"2022-01-06T06:52:25Z","date_created":"2020-01-06T14:03:32Z","type":"dissertation","year":"2019","language":[{"iso":"eng"}],"status":"public"},{"user_id":"3145","project":[{"grant_number":"01|H16005","name":"HighPerMeshes","_id":"33"},{"name":"Performance and Efficiency in HPC with Custom Computing","_id":"32","grant_number":"PL 595/2-1"}],"abstract":[{"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.","lang":"eng"}],"doi":"10.1109/ICFPT47387.2019.00020","has_accepted_license":"1","title":"OpenCL Implementation of Cannon's Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs","file":[{"creator":"plessl","file_name":"gorlani19_fpt.pdf","file_size":250559,"content_type":"application/pdf","file_id":"15479","access_level":"closed","date_created":"2020-01-09T12:53:57Z","date_updated":"2020-01-09T12:53:57Z","relation":"main_file","success":1}],"type":"conference","publication":"Proceedings of the International Conference on Field-Programmable Technology (FPT)","ddc":["004"],"quality_controlled":"1","department":[{"_id":"27"},{"_id":"518"}],"citation":{"mla":"Gorlani, Paolo, et al. “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs.” <i>Proceedings of the International Conference on Field-Programmable Technology (FPT)</i>, IEEE, 2019, doi:<a href=\"https://doi.org/10.1109/ICFPT47387.2019.00020\">10.1109/ICFPT47387.2019.00020</a>.","bibtex":"@inproceedings{Gorlani_Kenter_Plessl_2019, title={OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs}, DOI={<a href=\"https://doi.org/10.1109/ICFPT47387.2019.00020\">10.1109/ICFPT47387.2019.00020</a>}, 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.","apa":"Gorlani, P., Kenter, T., &#38; Plessl, C. (2019). OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs. In <i>Proceedings of the International Conference on Field-Programmable Technology (FPT)</i>. IEEE. <a href=\"https://doi.org/10.1109/ICFPT47387.2019.00020\">https://doi.org/10.1109/ICFPT47387.2019.00020</a>","ama":"Gorlani P, Kenter T, Plessl C. OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs. In: <i>Proceedings of the International Conference on Field-Programmable Technology (FPT)</i>. IEEE; 2019. doi:<a href=\"https://doi.org/10.1109/ICFPT47387.2019.00020\">10.1109/ICFPT47387.2019.00020</a>","chicago":"Gorlani, Paolo, Tobias Kenter, and Christian Plessl. “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs.” In <i>Proceedings of the International Conference on Field-Programmable Technology (FPT)</i>. IEEE, 2019. <a href=\"https://doi.org/10.1109/ICFPT47387.2019.00020\">https://doi.org/10.1109/ICFPT47387.2019.00020</a>.","ieee":"P. Gorlani, T. Kenter, and C. Plessl, “OpenCL Implementation of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs,” in <i>Proceedings of the International Conference on Field-Programmable Technology (FPT)</i>, 2019."},"conference":{"name":"International Conference on Field-Programmable Technology (FPT)"},"author":[{"id":"72045","last_name":"Gorlani","full_name":"Gorlani, Paolo","first_name":"Paolo"},{"first_name":"Tobias","full_name":"Kenter, Tobias","last_name":"Kenter","id":"3145"},{"full_name":"Plessl, Christian","first_name":"Christian","id":"16153","last_name":"Plessl","orcid":"0000-0001-5728-9982"}],"date_updated":"2022-01-06T06:52:26Z","_id":"15478","file_date_updated":"2020-01-09T12:53:57Z","language":[{"iso":"eng"}],"year":"2019","status":"public","date_created":"2020-01-09T12:54:48Z","publisher":"IEEE"},{"author":[{"last_name":"Thiel","first_name":"Christian","full_name":"Thiel, Christian"},{"last_name":"Steidl","first_name":"Carolin","full_name":"Steidl, Carolin"},{"first_name":"Bernd","full_name":"Henning, Bernd","last_name":"Henning","id":"213"}],"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","abstract":[{"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.","lang":"eng"}],"place":"Von-Münchhausen-Str. 49, 31515 Wunstorf","keyword":["Dynamic Time Warping","Feature Extraction","Masking","Neural Networks"],"corporate_editor":["AMA Service GmbH"],"user_id":"11829","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={<a href=\"https://doi.org/10.5162/SENSOREN2019/P2.9\">10.5162/SENSOREN2019/P2.9</a>}, 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.” <i>20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019</i>, edited by AMA Service GmbH, 2019, doi:<a href=\"https://doi.org/10.5162/SENSOREN2019/P2.9\">10.5162/SENSOREN2019/P2.9</a>.","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.","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. <i>20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019</i>. Von-Münchhausen-Str. 49, 31515 Wunstorf; 2019. doi:<a href=\"https://doi.org/10.5162/SENSOREN2019/P2.9\">10.5162/SENSOREN2019/P2.9</a>","apa":"Thiel, C., Steidl, C., &#38; 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.), <i>20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019</i>. Von-Münchhausen-Str. 49, 31515 Wunstorf. <a href=\"https://doi.org/10.5162/SENSOREN2019/P2.9\">https://doi.org/10.5162/SENSOREN2019/P2.9</a>","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 <i>20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019</i>, 2019.","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 <i>20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019</i>, edited by AMA Service GmbH. Von-Münchhausen-Str. 49, 31515 Wunstorf, 2019. <a href=\"https://doi.org/10.5162/SENSOREN2019/P2.9\">https://doi.org/10.5162/SENSOREN2019/P2.9</a>."},"department":[{"_id":"49"}],"date_created":"2020-01-10T16:03:58Z","publication":"20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019","status":"public","language":[{"iso":"eng"}],"publication_identifier":{"isbn":["978-3-9819376-0-2"]},"type":"conference","year":"2019","_id":"15488","date_updated":"2022-01-06T06:52:27Z"},{"date_updated":"2022-01-06T06:52:27Z","page":"14-19","_id":"15492","publication_identifier":{"issn":["1613-0863","1613-3269"]},"year":"2019","type":"journal_article","language":[{"iso":"ger"}],"status":"public","publication":"B&G Bewegungstherapie und Gesundheitssport","date_created":"2020-01-13T06:38:11Z","citation":{"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={<a href=\"https://doi.org/10.1055/a-0818-7603\">10.1055/a-0818-7603</a>}, journal={B&#38;G Bewegungstherapie und Gesundheitssport}, author={Krause, Daniel and Paschen, Linda and Vogt, Sarah}, year={2019}, pages={14–19} }","mla":"Krause, Daniel, et al. “Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung.” <i>B&#38;G Bewegungstherapie und Gesundheitssport</i>, 2019, pp. 14–19, doi:<a href=\"https://doi.org/10.1055/a-0818-7603\">10.1055/a-0818-7603</a>.","short":"D. Krause, L. Paschen, S. Vogt, B&#38;G Bewegungstherapie und Gesundheitssport (2019) 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. <i>B&#38;G Bewegungstherapie und Gesundheitssport</i>. Published online 2019:14-19. doi:<a href=\"https://doi.org/10.1055/a-0818-7603\">10.1055/a-0818-7603</a>","apa":"Krause, D., Paschen, L., &#38; Vogt, S. (2019). Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung. <i>B&#38;G Bewegungstherapie und Gesundheitssport</i>, 14–19. <a href=\"https://doi.org/10.1055/a-0818-7603\">https://doi.org/10.1055/a-0818-7603</a>","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,” <i>B&#38;G Bewegungstherapie und Gesundheitssport</i>, pp. 14–19, 2019, doi: <a href=\"https://doi.org/10.1055/a-0818-7603\">10.1055/a-0818-7603</a>.","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.” <i>B&#38;G Bewegungstherapie und Gesundheitssport</i>, 2019, 14–19. <a href=\"https://doi.org/10.1055/a-0818-7603\">https://doi.org/10.1055/a-0818-7603</a>."},"user_id":"14931","publication_status":"published","doi":"10.1055/a-0818-7603","abstract":[{"lang":"eng","text":"<jats:title>Zusammenfassung</jats:title><jats:p>Training 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.</jats:p><jats:p>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.</jats:p>"}],"title":"Zur Gestaltung von Feedbackprozeduren zum Erlernen der postoperativen Teilbelastung beim Gehen mit Unterarmgehstützen im Kontext der Bewegungsautomatisierung","author":[{"last_name":"Krause","first_name":"Daniel","full_name":"Krause, Daniel"},{"orcid":"0000-0001-8186-6487","full_name":"Paschen, Linda","first_name":"Linda","last_name":"Paschen","id":"33708"},{"last_name":"Vogt","id":"35756","first_name":"Sarah","full_name":"Vogt, Sarah","orcid":"0000-0003-4975-7189"}]},{"year":"2019","type":"conference","language":[{"iso":"eng"}],"status":"public","publication":"Proceedings of the 2019 Frontiers in Service Conference","date_created":"2020-01-13T14:33:01Z","date_updated":"2022-01-06T06:52:29Z","_id":"15532","conference":{"location":"Singapore","name":"2019 Frontiers in Service Conference"},"title":"Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms","author":[{"id":"65649","last_name":"Purrmann","first_name":"Maren","full_name":"Purrmann, Maren"},{"first_name":"Nancy","full_name":"Wünderlich, Nancy","id":"36392","last_name":"Wünderlich"}],"department":[{"_id":"181"}],"citation":{"apa":"Purrmann, M., &#38; Wünderlich, N. (2019). Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms. In <i>Proceedings of the 2019 Frontiers in Service Conference</i>. Singapore.","ama":"Purrmann M, Wünderlich N. Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms. In: <i>Proceedings of the 2019 Frontiers in Service Conference</i>. ; 2019.","ieee":"M. Purrmann and N. Wünderlich, “Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms,” in <i>Proceedings of the 2019 Frontiers in Service Conference</i>, Singapore, 2019.","chicago":"Purrmann, Maren, and Nancy Wünderlich. “Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms.” In <i>Proceedings of the 2019 Frontiers in Service Conference</i>, 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} }","mla":"Purrmann, Maren, and Nancy Wünderlich. “Value Co-Creation Patterns in Multi-Actor Service Interactions: A Framework for Collaborative Consumption Platforms.” <i>Proceedings of the 2019 Frontiers in Service Conference</i>, 2019.","short":"M. Purrmann, N. Wünderlich, in: Proceedings of the 2019 Frontiers in Service Conference, 2019."},"user_id":"65649"},{"user_id":"21145","citation":{"bibtex":"@inproceedings{Izu_Schulte_Aggarwal_I. Cutts_Duran_Gutica_Heinemann_Kraemer_Lonati_Mirolo_et al._2019, title={Program Comprehension: Identifying Learning Trajectories for Novice Programmers}, DOI={<a href=\"https://doi.org/10.1145/3304221.3325531\">10.1145/3304221.3325531</a>}, booktitle={Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019}, author={Izu, Cruz and Schulte, Carsten and Aggarwal, Ashish and I. Cutts, Quintin and Duran, Rodrigo and Gutica, Mirela and Heinemann, Birte and Kraemer, Eileen and Lonati, Violetta and Mirolo, Claudio and et al.}, year={2019}, pages={261–262} }","mla":"Izu, Cruz, et al. “Program Comprehension: Identifying Learning Trajectories for Novice Programmers.” <i>Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019</i>, 2019, pp. 261–62, doi:<a href=\"https://doi.org/10.1145/3304221.3325531\">10.1145/3304221.3325531</a>.","short":"C. Izu, C. Schulte, A. Aggarwal, Q. I. Cutts, R. Duran, M. Gutica, B. Heinemann, E. Kraemer, V. Lonati, C. Mirolo, R. Weeda, in: Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019, 2019, pp. 261–262.","ama":"Izu C, Schulte C, Aggarwal A, et al. Program Comprehension: Identifying Learning Trajectories for Novice Programmers. In: <i>Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019</i>. ; 2019:261-262. doi:<a href=\"https://doi.org/10.1145/3304221.3325531\">10.1145/3304221.3325531</a>","apa":"Izu, C., Schulte, C., Aggarwal, A., I. Cutts, Q., Duran, R., Gutica, M., … Weeda, R. (2019). Program Comprehension: Identifying Learning Trajectories for Novice Programmers. In <i>Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019</i> (pp. 261–262). <a href=\"https://doi.org/10.1145/3304221.3325531\">https://doi.org/10.1145/3304221.3325531</a>","ieee":"C. Izu <i>et al.</i>, “Program Comprehension: Identifying Learning Trajectories for Novice Programmers,” in <i>Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019</i>, 2019, pp. 261–262.","chicago":"Izu, Cruz, Carsten Schulte, Ashish Aggarwal, Quintin I. Cutts, Rodrigo Duran, Mirela Gutica, Birte Heinemann, et al. “Program Comprehension: Identifying Learning Trajectories for Novice Programmers.” In <i>Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019</i>, 261–62, 2019. <a href=\"https://doi.org/10.1145/3304221.3325531\">https://doi.org/10.1145/3304221.3325531</a>."},"department":[{"_id":"67"}],"author":[{"first_name":"Cruz","full_name":"Izu, Cruz","last_name":"Izu"},{"full_name":"Schulte, Carsten","first_name":"Carsten","last_name":"Schulte","id":"60311"},{"full_name":"Aggarwal, Ashish","first_name":"Ashish","last_name":"Aggarwal"},{"first_name":"Quintin","full_name":"I. Cutts, Quintin","last_name":"I. Cutts"},{"last_name":"Duran","first_name":"Rodrigo","full_name":"Duran, Rodrigo"},{"full_name":"Gutica, Mirela","first_name":"Mirela","last_name":"Gutica"},{"first_name":"Birte","full_name":"Heinemann, Birte","last_name":"Heinemann"},{"last_name":"Kraemer","first_name":"Eileen","full_name":"Kraemer, Eileen"},{"full_name":"Lonati, Violetta","first_name":"Violetta","last_name":"Lonati"},{"last_name":"Mirolo","first_name":"Claudio","full_name":"Mirolo, Claudio"},{"first_name":"Renske","full_name":"Weeda, Renske","last_name":"Weeda"}],"title":"Program Comprehension: Identifying Learning Trajectories for Novice Programmers","doi":"10.1145/3304221.3325531","page":"261-262","_id":"15578","date_updated":"2022-01-06T06:52:29Z","publication":"Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019","date_created":"2020-01-15T07:55:25Z","status":"public","year":"2019","type":"conference","language":[{"iso":"eng"}]}]