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Platzner, “On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64,” 2023, doi: <a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>.","chicago":"Clausing, Lennart, Zakarya Guetattfi, Paul Kaufmann, Christian Lienen, and Marco Platzner. “On Guaranteeing Schedulability of Periodic Real-Time Hardware Tasks under ReconOS64.” In <i>Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)</i>, 2023. <a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>.","ama":"Clausing L, Guetattfi Z, Kaufmann P, Lienen C, Platzner M. On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. In: <i>Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)</i>. ; 2023. doi:<a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>","apa":"Clausing, L., Guetattfi, Z., Kaufmann, P., Lienen, C., &#38; Platzner, M. (2023). On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. <i>Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)</i>. <a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>","mla":"Clausing, Lennart, et al. “On Guaranteeing Schedulability of Periodic Real-Time Hardware Tasks under ReconOS64.” <i>Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)</i>, 2023, doi:<a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>.","bibtex":"@inproceedings{Clausing_Guetattfi_Kaufmann_Lienen_Platzner_2023, title={On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64}, DOI={<a href=\"https://doi.org/10.1007/978-3-031-42921-7_17\">https://doi.org/10.1007/978-3-031-42921-7_17</a>}, booktitle={Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)}, author={Clausing, Lennart and Guetattfi, Zakarya and Kaufmann, Paul and Lienen, Christian and Platzner, Marco}, year={2023} }","short":"L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, M. Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023."},"year":"2023","language":[{"iso":"eng"}],"user_id":"398","department":[{"_id":"78"}],"project":[{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"}],"_id":"45913","status":"public","type":"conference","publication":"Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)"},{"ddc":["004"],"language":[{"iso":"eng"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","file":[{"relation":"main_file","content_type":"application/pdf","access_level":"open_access","file_name":"T1-Chapter-SFB-Buch-Final.pdf","file_id":"45900","file_size":468973,"date_created":"2023-07-07T08:36:40Z","creator":"florida","date_updated":"2023-07-07T11:14:23Z"}],"publisher":"Heinz Nixdorf Institut, Universität Paderborn","date_created":"2023-07-07T08:36:58Z","title":"Flexible Industrial Analytics on Reconfigurable Systems-On-Chip","year":"2023","project":[{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"}],"_id":"45899","user_id":"398","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","department":[{"_id":"7"},{"_id":"78"}],"file_date_updated":"2023-07-07T11:14:23Z","type":"book_chapter","editor":[{"full_name":"Haake, Claus-Jochen","last_name":"Haake","first_name":"Claus-Jochen"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"full_name":"Wehrheim, Heike","last_name":"Wehrheim","first_name":"Heike"}],"status":"public","oa":"1","date_updated":"2024-05-02T10:33:26Z","author":[{"first_name":"Alexander","last_name":"Boschmann","full_name":"Boschmann, Alexander"},{"first_name":"Lennart","orcid":"0000-0003-3789-6034","last_name":"Clausing","full_name":"Clausing, Lennart","id":"74287"},{"orcid":"0000-0003-4987-5708","last_name":"Jentzsch","id":"55631","full_name":"Jentzsch, Felix","first_name":"Felix"},{"id":"61186","full_name":"Ghasemzadeh Mohammadi, Hassan","last_name":"Ghasemzadeh Mohammadi","first_name":"Hassan"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"volume":412,"doi":"10.5281/zenodo.8068713","has_accepted_license":"1","place":"Paderborn","citation":{"short":"A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.","mla":"Boschmann, Alexander, et al. “Flexible Industrial Analytics on Reconfigurable Systems-On-Chip.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 225–36, doi:<a href=\"https://doi.org/10.5281/zenodo.8068713\">10.5281/zenodo.8068713</a>.","bibtex":"@inbook{Boschmann_Clausing_Jentzsch_Ghasemzadeh Mohammadi_Platzner_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Flexible Industrial Analytics on Reconfigurable Systems-On-Chip}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068713\">10.5281/zenodo.8068713</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Boschmann, Alexander and Clausing, Lennart and Jentzsch, Felix and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={225–236}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","apa":"Boschmann, A., Clausing, L., Jentzsch, F., Ghasemzadeh Mohammadi, H., &#38; Platzner, M. (2023). Flexible Industrial Analytics on Reconfigurable Systems-On-Chip. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 225–236). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068713\">https://doi.org/10.5281/zenodo.8068713</a>","ama":"Boschmann A, Clausing L, Jentzsch F, Ghasemzadeh Mohammadi H, Platzner M. Flexible Industrial Analytics on Reconfigurable Systems-On-Chip. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:225-236. doi:<a href=\"https://doi.org/10.5281/zenodo.8068713\">10.5281/zenodo.8068713</a>","chicago":"Boschmann, Alexander, Lennart Clausing, Felix Jentzsch, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “Flexible Industrial Analytics on Reconfigurable Systems-On-Chip.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:225–36. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068713\">https://doi.org/10.5281/zenodo.8068713</a>.","ieee":"A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, and M. Platzner, “Flexible Industrial Analytics on Reconfigurable Systems-On-Chip,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 225–236."},"intvolume":"       412","page":"225-236"},{"file":[{"date_updated":"2023-07-05T07:19:14Z","date_created":"2023-07-05T07:15:55Z","creator":"ups","file_size":15480050,"access_level":"open_access","file_name":"SFB-Buch-Final.pdf","file_id":"45864","content_type":"application/pdf","relation":"main_file"}],"abstract":[{"text":"In the proposal for our CRC in 2011, we formulated a vision of markets for\r\nIT services that describes an approach to the provision of such services\r\nthat was novel at that time and, to a large extent, remains so today:\r\n„Our vision of on-the-fly computing is that of IT services individually and\r\nautomatically configured and brought to execution from flexibly combinable\r\nservices traded on markets. At the same time, we aim at organizing\r\nmarkets whose participants maintain a lively market of services through\r\nappropriate entrepreneurial actions.“\r\nOver the last 12 years, we have developed methods and techniques to\r\naddress problems critical to the convenient, efficient, and secure use of\r\non-the-fly computing. Among other things, we have made the description\r\nof services more convenient by allowing natural language input,\r\nincreased the quality of configured services through (natural language)\r\ninteraction and more efficient configuration processes and analysis\r\nprocedures, made the quality of (the products of) providers in the\r\nmarketplace transparent through reputation systems, and increased the\r\nresource efficiency of execution through reconfigurable heterogeneous\r\ncomputing nodes and an integrated treatment of service description and\r\nconfiguration. We have also developed network infrastructures that have\r\na high degree of adaptivity, scalability, efficiency, and reliability, and\r\nprovide cryptographic guarantees of anonymity and security for market\r\nparticipants and their products and services.\r\nTo demonstrate the pervasiveness of the OTF computing approach, we\r\nhave implemented a proof-of-concept for OTF computing that can run\r\ntypical scenarios of an OTF market. We illustrated the approach using\r\na cutting-edge application scenario – automated machine learning (AutoML).\r\nFinally, we have been pushing our work for the perpetuation of\r\nOn-The-Fly Computing beyond the SFB and sharing the expertise gained\r\nin the SFB in events with industry partners as well as transfer projects.\r\nThis work required a broad spectrum of expertise. Computer scientists\r\nand economists with research interests such as computer networks and\r\ndistributed algorithms, security and cryptography, software engineering\r\nand verification, configuration and machine learning, computer engineering\r\nand HPC, microeconomics and game theory, business informatics\r\nand management have successfully collaborated here.","lang":"eng"}],"language":[{"iso":"eng"}],"ddc":["000"],"year":"2023","date_created":"2023-07-05T07:16:51Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","title":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","type":"book","status":"public","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","user_id":"1112","department":[{"_id":"7"},{"_id":"78"},{"_id":"26"}],"project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"_id":"5","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)","grant_number":"160364472"},{"name":"SFB 901 - A3: SFB 901 - Der Markt für Services: Anreize, Algorithmen, Implementation (Subproject A3)","_id":"7","grant_number":"160364472"},{"name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)","_id":"8","grant_number":"160364472"},{"grant_number":"160364472","_id":"9","name":"SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject B1)"},{"grant_number":"160364472","_id":"10","name":"SFB 901 - B2: Konfiguration und Bewertung (B02)"},{"name":"SFB 901 - B3: SFB 901 - Subproject B3","_id":"11"},{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"},{"grant_number":"160364472","_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"},{"grant_number":"160364472","_id":"14","name":"SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen (Subproject C2)"},{"_id":"16","name":"SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter Dienste in konfigurierbaren Rechenzentren (Subproject C4)","grant_number":"160364472"},{"_id":"17","name":"SFB 901 - C5: SFB 901 - Subproject C5"},{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"grant_number":"160364472","_id":"84","name":"SFB 901 - T2: SFB 901 -Subproject T2"}],"_id":"45863","alternative_title":["Collaborative Research Centre 901 (2011 – 2023)"],"file_date_updated":"2023-07-05T07:19:14Z","publication_identifier":{"unknown":["978-3-947647-31-6"]},"has_accepted_license":"1","citation":{"ieee":"C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023.","chicago":"Haake, Claus-Jochen, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol. 412. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.17619/UNIPB/1-1797\">https://doi.org/10.17619/UNIPB/1-1797</a>.","ama":"Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Heinz Nixdorf Institut, Universität Paderborn; 2023. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1797\">10.17619/UNIPB/1-1797</a>","apa":"Haake, C.-J., Meyer auf der Heide, F., Platzner, M., Wachsmuth, H., &#38; Wehrheim, H. (2023). <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-1797\">https://doi.org/10.17619/UNIPB/1-1797</a>","bibtex":"@book{Haake_Meyer auf der Heide_Platzner_Wachsmuth_Wehrheim_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, volume={412}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-1797\">10.17619/UNIPB/1-1797</a>}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","short":"C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim, On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023.","mla":"Haake, Claus-Jochen, et al. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Heinz Nixdorf Institut, Universität Paderborn, 2023, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-1797\">10.17619/UNIPB/1-1797</a>."},"page":"247","intvolume":"       412","place":"Paderborn","author":[{"first_name":"Claus-Jochen","last_name":"Haake","full_name":"Haake, Claus-Jochen","id":"20801"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","id":"15523","full_name":"Meyer auf der Heide, Friedhelm"},{"full_name":"Platzner, Marco","id":"398","last_name":"Platzner","first_name":"Marco"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","id":"3900","first_name":"Henning"},{"full_name":"Wehrheim, Heike","id":"573","last_name":"Wehrheim","first_name":"Heike"}],"volume":412,"oa":"1","date_updated":"2024-07-12T12:07:59Z","doi":"10.17619/UNIPB/1-1797"},{"citation":{"apa":"Raeisi Nafchi, M. (2023). <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University.","short":"M. Raeisi Nafchi, Reconfigurable Random Forest Implementation on FPGA, Paderborn University, 2023.","bibtex":"@book{Raeisi Nafchi_2023, title={Reconfigurable Random Forest Implementation on FPGA}, publisher={Paderborn University}, author={Raeisi Nafchi, Masood}, year={2023} }","mla":"Raeisi Nafchi, Masood. <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University, 2023.","chicago":"Raeisi Nafchi, Masood. <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University, 2023.","ieee":"M. Raeisi Nafchi, <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University, 2023.","ama":"Raeisi Nafchi M. <i>Reconfigurable Random Forest Implementation on FPGA</i>. Paderborn University; 2023."},"year":"2023","title":"Reconfigurable Random Forest Implementation on FPGA","date_created":"2023-07-09T13:01:10Z","author":[{"full_name":"Raeisi Nafchi, Masood","last_name":"Raeisi Nafchi","first_name":"Masood"}],"supervisor":[{"first_name":"Marco ","full_name":"Platzner, Marco ","last_name":"Platzner"}],"publisher":"Paderborn University","date_updated":"2023-07-09T13:07:25Z","status":"public","type":"mastersthesis","language":[{"iso":"eng"}],"department":[{"_id":"78"}],"user_id":"398","_id":"45917","project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"}]},{"language":[{"iso":"eng"}],"project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"}],"_id":"45916","user_id":"398","department":[{"_id":"78"}],"status":"public","type":"mastersthesis","title":"Data Analytics for Predictive Maintenance of Time Series Data","publisher":"Paderborn University","date_updated":"2023-07-09T13:06:37Z","author":[{"full_name":"Yadalam Murali Kumar, Nihal","last_name":"Yadalam Murali Kumar","first_name":"Nihal"}],"date_created":"2023-07-09T12:59:28Z","year":"2023","citation":{"apa":"Yadalam Murali Kumar, N. (2023). <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University.","mla":"Yadalam Murali Kumar, Nihal. <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University, 2023.","bibtex":"@book{Yadalam Murali Kumar_2023, title={Data Analytics for Predictive Maintenance of Time Series Data}, publisher={Paderborn University}, author={Yadalam Murali Kumar, Nihal}, year={2023} }","short":"N. Yadalam Murali Kumar, Data Analytics for Predictive Maintenance of Time Series Data, Paderborn University, 2023.","ama":"Yadalam Murali Kumar N. <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University; 2023.","ieee":"N. Yadalam Murali Kumar, <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University, 2023.","chicago":"Yadalam Murali Kumar, Nihal. <i>Data Analytics for Predictive Maintenance of Time Series Data</i>. Paderborn University, 2023."}},{"title":"ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support","doi":"10.1109/ipdpsw55747.2022.00029","conference":{"location":" Lyon, France","end_date":"2022-06-03","start_date":"2022-05-30","name":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)"},"publisher":"IEEE","date_updated":"2022-11-18T09:36:00Z","author":[{"orcid":"0000-0003-3789-6034","last_name":"Clausing","id":"74287","full_name":"Clausing, Lennart","first_name":"Lennart"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"}],"date_created":"2022-08-16T09:58:34Z","year":"2022","page":"120-127","citation":{"ama":"Clausing L, Platzner M. ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support. In: <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>. IEEE; 2022:120-127. doi:<a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">10.1109/ipdpsw55747.2022.00029</a>","chicago":"Clausing, Lennart, and Marco Platzner. “ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support.” In <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>, 120–27. IEEE, 2022. <a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">https://doi.org/10.1109/ipdpsw55747.2022.00029</a>.","ieee":"L. Clausing and M. 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A Case for a New IT Ecosystem: On-The-Fly Computing. <i>Business &#38; Information Systems Engineering</i>, <i>62</i>(6), 467–481. <a href=\"https://doi.org/10.1007/s12599-019-00627-x\">https://doi.org/10.1007/s12599-019-00627-x</a>","chicago":"Karl, Holger, Dennis Kundisch, Friedhelm Meyer auf der Heide, and Heike Wehrheim. “A Case for a New IT Ecosystem: On-The-Fly Computing.” <i>Business &#38; Information Systems Engineering</i> 62, no. 6 (2020): 467–81. <a href=\"https://doi.org/10.1007/s12599-019-00627-x\">https://doi.org/10.1007/s12599-019-00627-x</a>.","ieee":"H. Karl, D. Kundisch, F. Meyer auf der Heide, and H. Wehrheim, “A Case for a New IT Ecosystem: On-The-Fly Computing,” <i>Business &#38; Information Systems Engineering</i>, vol. 62, no. 6, pp. 467–481, 2020, doi: <a href=\"https://doi.org/10.1007/s12599-019-00627-x\">10.1007/s12599-019-00627-x</a>.","ama":"Karl H, Kundisch D, Meyer auf der Heide F, Wehrheim H. A Case for a New IT Ecosystem: On-The-Fly Computing. <i>Business &#38; Information Systems Engineering</i>. 2020;62(6):467-481. doi:<a href=\"https://doi.org/10.1007/s12599-019-00627-x\">10.1007/s12599-019-00627-x</a>"},"page":"467-481","intvolume":"        62","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Project Area T","_id":"82"},{"name":"SFB 901 - Subproject A1","_id":"5"},{"_id":"6","name":"SFB 901 - Subproject A2"},{"_id":"7","name":"SFB 901 - Subproject A3"},{"name":"SFB 901 - Subproject A4","_id":"8"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"_id":"11","name":"SFB 901 - Subproject B3"},{"_id":"12","name":"SFB 901 - Subproject B4"},{"name":"SFB 901 - Subproject C1","_id":"13"},{"_id":"14","name":"SFB 901 - Subproject C2"},{"_id":"15","name":"SFB 901 - Subproject C3"},{"_id":"16","name":"SFB 901 - Subproject C4"},{"name":"SFB 901 - Subproject C5","_id":"17"},{"name":"SFB 901 -Subproject T1","_id":"83"},{"_id":"84","name":"SFB 901 -Subproject T2"},{"_id":"107","name":"SFB 901 -Subproject T3"},{"_id":"158","name":"SFB 901 - T4: SFB 901 -Subproject T4"}],"_id":"13770","user_id":"477","department":[{"_id":"276"},{"_id":"75"},{"_id":"63"},{"_id":"77"}],"file_date_updated":"2019-12-12T10:24:47Z","type":"journal_article","status":"public"},{"title":"DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms","doi":"10.1109/etfa46521.2020.9211880","date_updated":"2023-07-09T13:08:07Z","date_created":"2020-12-21T10:03:49Z","author":[{"full_name":"Ghasemzadeh Mohammadi, Hassan","id":"61186","last_name":"Ghasemzadeh Mohammadi","first_name":"Hassan"},{"first_name":"Rahil","last_name":"Arshad","full_name":"Arshad, Rahil"},{"first_name":"Sneha","full_name":"Rautmare, Sneha","last_name":"Rautmare"},{"first_name":"Suraj","full_name":"Manjunatha, Suraj","last_name":"Manjunatha"},{"first_name":"Maurice","full_name":"Kuschel, Maurice","last_name":"Kuschel"},{"first_name":"Felix Paul","last_name":"Jentzsch","full_name":"Jentzsch, Felix Paul"},{"id":"398","full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"},{"first_name":"Alexander","last_name":"Boschmann","full_name":"Boschmann, Alexander"},{"first_name":"Dirk","full_name":"Schollbach, Dirk","last_name":"Schollbach"}],"year":"2020","citation":{"apa":"Ghasemzadeh Mohammadi, H., Arshad, R., Rautmare, S., Manjunatha, S., Kuschel, M., Jentzsch, F. P., Platzner, M., Boschmann, A., &#38; Schollbach, D. (2020). DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms. <i>2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. <a href=\"https://doi.org/10.1109/etfa46521.2020.9211880\">https://doi.org/10.1109/etfa46521.2020.9211880</a>","ama":"Ghasemzadeh Mohammadi H, Arshad R, Rautmare S, et al. DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms. In: <i>2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>. ; 2020. doi:<a href=\"https://doi.org/10.1109/etfa46521.2020.9211880\">10.1109/etfa46521.2020.9211880</a>","short":"H. Ghasemzadeh Mohammadi, R. Arshad, S. Rautmare, S. Manjunatha, M. Kuschel, F.P. Jentzsch, M. Platzner, A. Boschmann, D. Schollbach, in: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020.","mla":"Ghasemzadeh Mohammadi, Hassan, et al. “DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms.” <i>2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, 2020, doi:<a href=\"https://doi.org/10.1109/etfa46521.2020.9211880\">10.1109/etfa46521.2020.9211880</a>.","bibtex":"@inproceedings{Ghasemzadeh Mohammadi_Arshad_Rautmare_Manjunatha_Kuschel_Jentzsch_Platzner_Boschmann_Schollbach_2020, title={DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms}, DOI={<a href=\"https://doi.org/10.1109/etfa46521.2020.9211880\">10.1109/etfa46521.2020.9211880</a>}, booktitle={2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, author={Ghasemzadeh Mohammadi, Hassan and Arshad, Rahil and Rautmare, Sneha and Manjunatha, Suraj and Kuschel, Maurice and Jentzsch, Felix Paul and Platzner, Marco and Boschmann, Alexander and Schollbach, Dirk}, year={2020} }","chicago":"Ghasemzadeh Mohammadi, Hassan, Rahil Arshad, Sneha Rautmare, Suraj Manjunatha, Maurice Kuschel, Felix Paul Jentzsch, Marco Platzner, Alexander Boschmann, and Dirk Schollbach. “DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms.” In <i>2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)</i>, 2020. <a href=\"https://doi.org/10.1109/etfa46521.2020.9211880\">https://doi.org/10.1109/etfa46521.2020.9211880</a>.","ieee":"H. Ghasemzadeh Mohammadi <i>et al.</i>, “DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms,” 2020, doi: <a href=\"https://doi.org/10.1109/etfa46521.2020.9211880\">10.1109/etfa46521.2020.9211880</a>."},"publication_status":"published","publication_identifier":{"isbn":["9781728189567"]},"language":[{"iso":"eng"}],"project":[{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"}],"_id":"20808","user_id":"398","status":"public","type":"conference","publication":"2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)"},{"type":"mastersthesis","abstract":[{"text":"Modern machine learning (ML) techniques continue to move into the embedded system space because traditional centralized compute resources do not suit certain application domains, for example in mobile or real-time environments. Google’s TensorFlow Lite (TFLite) framework supports this shift from cloud to edge computing and makes ML inference accessible on resource-constrained devices. While it offers the possibility to partially delegate computation to hardware accelerators, there is no such “delegate” available to utilize the promising characteristics of reconfigurable hardware.\r\nThis thesis incorporates modern platform FPGAs into TFLite by implementing a modular delegate framework, which allows accelerators within the programmable logic to take over the execution of neural network layers. To facilitate the necessary hardware/software codesign, the FPGA delegate is based on the operating system for reconfigurable\r\ncomputing (ReconOS), whose partial reconfiguration support enables the instantiation of model-tailored accelerator architectures. In the hardware back-end, a streaming-based prototype accelerator for the MobileNet model family showcases the working order of the platform, but falls short of the desired performance. Thus, it indicates the need for further exploration of alternative accelerator designs, which the delegate could automatically synthesize to meet a model’s demands.","lang":"eng"}],"status":"public","project":[{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"}],"_id":"21433","user_id":"398","department":[{"_id":"78"}],"language":[{"iso":"eng"}],"year":"2020","citation":{"ieee":"F. P. Jentzsch, <i>Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture</i>. 2020.","chicago":"Jentzsch, Felix P. <i>Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture</i>, 2020.","ama":"Jentzsch FP. <i>Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture</i>.; 2020.","apa":"Jentzsch, F. P. (2020). <i>Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture</i>.","short":"F.P. Jentzsch, Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture, 2020.","bibtex":"@book{Jentzsch_2020, title={Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture}, author={Jentzsch, Felix P.}, year={2020} }","mla":"Jentzsch, Felix P. <i>Design and Implementation of a ReconOS-Based TensorFlow Lite Delegate Architecture</i>. 2020."},"date_updated":"2023-07-09T17:12:52Z","author":[{"last_name":"Jentzsch","full_name":"Jentzsch, Felix P.","first_name":"Felix P."}],"supervisor":[{"id":"60323","full_name":"Lienen, Christian","last_name":"Lienen","first_name":"Christian"},{"full_name":"Platzner, Marco","id":"398","last_name":"Platzner","first_name":"Marco"},{"full_name":"Plessl, Christian","id":"16153","orcid":"0000-0001-5728-9982","last_name":"Plessl","first_name":"Christian"}],"date_created":"2021-03-10T07:09:14Z","title":"Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture"},{"date_updated":"2023-07-31T11:58:50Z","publisher":"Universität Paderborn","oa":"1","author":[{"id":"60323","full_name":"Lienen, Christian","last_name":"Lienen","first_name":"Christian"}],"supervisor":[{"first_name":"Lennart","last_name":"Clausing","orcid":"0000-0003-3789-6034","full_name":"Clausing, Lennart","id":"74287"},{"full_name":"Platzner, Marco","id":"398","last_name":"Platzner","first_name":"Marco"},{"first_name":"Sybille","last_name":"Hellebrand","orcid":"0000-0002-3717-3939","full_name":"Hellebrand, Sybille","id":"209"}],"date_created":"2020-02-11T10:22:06Z","title":"Implementing a Real-time System on a Platform FPGA operated with ReconOS","has_accepted_license":"1","publication_status":"submitted","year":"2019","citation":{"ama":"Lienen C. <i>Implementing a Real-Time System on a Platform FPGA Operated with ReconOS</i>. Universität Paderborn","chicago":"Lienen, Christian. <i>Implementing a Real-Time System on a Platform FPGA Operated with ReconOS</i>. Universität Paderborn, n.d.","ieee":"C. Lienen, <i>Implementing a Real-time System on a Platform FPGA operated with ReconOS</i>. Universität Paderborn.","apa":"Lienen, C. (n.d.). <i>Implementing a Real-time System on a Platform FPGA operated with ReconOS</i>. Universität Paderborn.","bibtex":"@book{Lienen, title={Implementing a Real-time System on a Platform FPGA operated with ReconOS}, publisher={Universität Paderborn}, author={Lienen, Christian} }","short":"C. Lienen, Implementing a Real-Time System on a Platform FPGA Operated with ReconOS, Universität Paderborn, n.d.","mla":"Lienen, Christian. <i>Implementing a Real-Time System on a Platform FPGA Operated with ReconOS</i>. Universität Paderborn."},"_id":"15874","project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"}],"department":[{"_id":"78"}],"user_id":"60323","ddc":["004"],"language":[{"iso":"eng"}],"file_date_updated":"2021-02-13T16:46:58Z","type":"mastersthesis","status":"public","file":[{"relation":"main_file","content_type":"application/pdf","file_size":5920668,"access_level":"open_access","file_id":"17351","file_name":"thesis_main.pdf","date_updated":"2021-02-13T16:46:58Z","creator":"clienen","date_created":"2020-07-01T11:46:49Z"}]}]