[{"title":"ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs","main_file_link":[{"open_access":"1","url":"https://nbn-resolving.org/urn:nbn:de:hbz:466:2-54271"}],"doi":"10.17619/UNIPB/1-2216","date_updated":"2025-04-01T17:24:18Z","oa":"1","supervisor":[{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco","id":"398"}],"author":[{"first_name":"Lennart","last_name":"Clausing","orcid":"0000-0003-3789-6034","full_name":"Clausing, Lennart","id":"74287"}],"date_created":"2025-04-01T17:00:31Z","year":"2025","place":"Paderborn","citation":{"mla":"Clausing, Lennart. <i>ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs</i>. 2025, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2216\">10.17619/UNIPB/1-2216</a>.","short":"L. Clausing, ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs, Paderborn, 2025.","bibtex":"@book{Clausing_2025, place={Paderborn}, title={ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-2216\">10.17619/UNIPB/1-2216</a>}, author={Clausing, Lennart}, year={2025} }","apa":"Clausing, L. (2025). <i>ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs</i>. <a href=\"https://doi.org/10.17619/UNIPB/1-2216\">https://doi.org/10.17619/UNIPB/1-2216</a>","ama":"Clausing L. <i>ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs</i>.; 2025. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-2216\">10.17619/UNIPB/1-2216</a>","ieee":"L. Clausing, <i>ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs</i>. Paderborn, 2025.","chicago":"Clausing, Lennart. <i>ReconOS64 - Hardware-Software Multithreading for Heterogeneous Platform FPGAs</i>. Paderborn, 2025. <a href=\"https://doi.org/10.17619/UNIPB/1-2216\">https://doi.org/10.17619/UNIPB/1-2216</a>."},"publication_status":"published","language":[{"iso":"eng"}],"_id":"59232","user_id":"74287","abstract":[{"lang":"eng","text":"Heterogeneous computing devices comprising multiple processing systems combined with a programmable logic like an FPGA have become increasingly popular. Developing and runtime managing these heterogeneous platform devices, however, still poses multiple challenges. The programming paradigms for hardware and software applications fundamentally differ, while the runtime management requires additional attention. The first steps towards unifying design flows have been taken by creating high-level synthesis tools. However, these toolsfocus on the design process and lack runtime management features. FPGA operating systems aim to close this gap by providing runtime management features and build tools. ReconOS, as an example of an FPGA operating system, allows bridging the hardware-software gap by integrating hardware-located computation units as threads into a host operating system, allowing for familiar inter-thread programming paradigms to be extended to FPGAs. This thesis presents ReconOS64, a successor and fork of ReconOS, aiming at modern 64-bit platform systems-on-chip. Besides establishing support for this platform and incorporating new system generation processes, ReconOS64 provides additional features for both development and runtime management. By providing a flexible grouping mechanism for hardware-located threads, partial reconfiguration for exchanging individual threads at runtime is simplified. Further runtime flexibility was achieved by implementing a multi-clock architecture, allowing individual groups of threads to be executed at different frequencies, which can be adapted during runtime with a low reconfiguration overhead. In addition, this thesis provides an overview of further development approaches on various systems based on ReconOS64 and ReconOS."},{"text":"Heterogene Architekturen, welche aus mehreren Recheneinheiten im Verbund mit einer programmierbaren Logik bestehen, gewinnen zunehmend an Verbreitung. Die Entwicklungsprozesse sowie die Steuerung solcher heterogenen Umgebungen stellen jedoch nach wie vor eine Herausforderung dar. Die Programmiertechniken für Hardware- und Software-Anwendungen unterscheiden sich bereits grundlegend; zudem benötigt die Steuerung zusätzliche Aufmerksamkeit. Die Verwendung von Hochsprachen-Synthesewerkzeugen (High-Level Synthesis) für das Hardwaredesign stellen einen ersten Schritt hin zu einem einheitlichen Entwurfsprozess dar. Allerdings beschränkt sich deren Einsatz auf den Designprozess, während das Management zur Laufzeit keine Berücksichtigung findet.FPGA-Betriebssysteme versuchen diese Lücke durch die Bereitstellung von Management- und Entwurfswerkzeugen zu schließen. Ein Beispiel für ein solches System ist ReconOS, welches die Hardware-Software-Interaktion durch Anbindung von hardwareseitigen Recheneinheiten als Threads in einem Host-Betriebssystem ermöglicht. Dadurch werden die aus der Softwareentwicklung bekannten Methoden zur Kommunikation zwischen mehreren Threads auf FPGA-Systeme ausgeweitet.Diese Arbeit stellt ReconOS64 vor, welches als Ableger von ReconOS auf aktuellen 64-bit Systemen verwendet werden kann. Neben der Unterstützung aktueller Plattformen sowie der Einrichtung eines neuen Designprozesses werden durch ReconOS64 zusätzliche Möglichkeiten sowohl zur Entwicklung wie auch zum Laufzeitmanagement geschaffen. Durch flexible Gruppierungen von Hardware-basierten Threads wird die Verwendung partieller Rekonfiguration zum Austausch einzelner Threads zur Laufzeit vereinfacht. Zudem erhöht die Entwicklung einer Multi-Taktsignal-Architektur die Flexibilität zur Laufzeit, da hierdurch einzelne Gruppen von Threads mit unterschiedlichen Taktsignalen versorgt werden können, welche zudem zurLaufzeit mit geringer Unterbrechungszeit verändert werden können.Zusätzlich werden im Rahmen dieser Arbeit weitere Entwicklungsprojekte auf verschiedenen Systemen für ReconOS64 und ReconOS vorgestellt.","lang":"ger"}],"status":"public","type":"dissertation"},{"citation":{"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>","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} }","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>.","short":"L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, M. Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.","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>","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>.","ieee":"L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, and M. 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>."},"year":"2023","date_created":"2023-07-09T12:50:32Z","author":[{"last_name":"Clausing","orcid":"0000-0003-3789-6034","id":"74287","full_name":"Clausing, Lennart","first_name":"Lennart"},{"first_name":"Zakarya","full_name":"Guetattfi, Zakarya","last_name":"Guetattfi"},{"last_name":"Kaufmann","full_name":"Kaufmann, Paul","first_name":"Paul"},{"last_name":"Lienen","full_name":"Lienen, Christian","id":"60323","first_name":"Christian"},{"last_name":"Platzner","id":"398","full_name":"Platzner, Marco","first_name":"Marco"}],"date_updated":"2024-04-30T09:11:26Z","doi":"https://doi.org/10.1007/978-3-031-42921-7_17","title":"On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64","publication":"Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)","type":"conference","status":"public","department":[{"_id":"78"}],"user_id":"398","_id":"45913","project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"},{"name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1","grant_number":"160364472"}],"language":[{"iso":"eng"}]},{"file_date_updated":"2023-07-07T11:14:23Z","_id":"45899","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"}],"department":[{"_id":"7"},{"_id":"78"}],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","user_id":"398","editor":[{"full_name":"Haake, Claus-Jochen","last_name":"Haake","first_name":"Claus-Jochen"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"status":"public","type":"book_chapter","doi":"10.5281/zenodo.8068713","oa":"1","date_updated":"2024-05-02T10:33:26Z","volume":412,"author":[{"last_name":"Boschmann","full_name":"Boschmann, Alexander","first_name":"Alexander"},{"first_name":"Lennart","id":"74287","full_name":"Clausing, Lennart","orcid":"0000-0003-3789-6034","last_name":"Clausing"},{"first_name":"Felix","id":"55631","full_name":"Jentzsch, Felix","orcid":"0000-0003-4987-5708","last_name":"Jentzsch"},{"last_name":"Ghasemzadeh Mohammadi","full_name":"Ghasemzadeh Mohammadi, Hassan","id":"61186","first_name":"Hassan"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco","id":"398"}],"place":"Paderborn","page":"225-236","intvolume":"       412","citation":{"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.","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>.","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>","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>"},"has_accepted_license":"1","ddc":["004"],"language":[{"iso":"eng"}],"file":[{"date_created":"2023-07-07T08:36:40Z","creator":"florida","date_updated":"2023-07-07T11:14:23Z","file_name":"T1-Chapter-SFB-Buch-Final.pdf","access_level":"open_access","file_id":"45900","file_size":468973,"content_type":"application/pdf","relation":"main_file"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","title":"Flexible Industrial Analytics on Reconfigurable Systems-On-Chip","publisher":"Heinz Nixdorf Institut, Universität Paderborn","date_created":"2023-07-07T08:36:58Z","year":"2023"},{"year":"2022","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>","ieee":"L. Clausing and M. 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>,  Lyon, France, 2022, pp. 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>.","apa":"Clausing, L., &#38; Platzner, M. (2022). ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support. <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>, 120–127. <a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">https://doi.org/10.1109/ipdpsw55747.2022.00029</a>","short":"L. Clausing, M. Platzner, in: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2022, pp. 120–127.","bibtex":"@inproceedings{Clausing_Platzner_2022, title={ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support}, DOI={<a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">10.1109/ipdpsw55747.2022.00029</a>}, booktitle={2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}, publisher={IEEE}, author={Clausing, Lennart and Platzner, Marco}, year={2022}, pages={120–127} }","mla":"Clausing, Lennart, and Marco Platzner. “ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support.” <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>, IEEE, 2022, pp. 120–27, doi:<a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">10.1109/ipdpsw55747.2022.00029</a>."},"page":"120-127","publication_status":"published","publication_identifier":{"eisbn":["978-1-6654-9747-3"]},"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)"},"date_updated":"2022-11-18T09:36:00Z","publisher":"IEEE","author":[{"first_name":"Lennart","last_name":"Clausing","orcid":"0000-0003-3789-6034","full_name":"Clausing, Lennart","id":"74287"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco","id":"398"}],"date_created":"2022-08-16T09:58:34Z","status":"public","type":"conference","publication":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","language":[{"iso":"eng"}],"project":[{"_id":"83","name":"SFB 901 - T1: SFB 901 -Subproject T1"},{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"}],"_id":"32855","user_id":"477","department":[{"_id":"78"}]},{"language":[{"iso":"eng"}],"user_id":"398","department":[{"_id":"78"}],"project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"_id":"82","name":"SFB 901 - T: SFB 901 - Project Area T"},{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"}],"_id":"30909","status":"public","type":"conference","publication":"Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies","doi":"10.1145/3468044.3468056","title":"ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip","date_created":"2022-04-18T10:17:47Z","author":[{"first_name":"Lennart","full_name":"Clausing, Lennart","id":"74287","orcid":"0000-0003-3789-6034","last_name":"Clausing"}],"publisher":"ACM","date_updated":"2023-07-09T13:09:11Z","citation":{"apa":"Clausing, L. (2021). ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip. <i>Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>. <a href=\"https://doi.org/10.1145/3468044.3468056\">https://doi.org/10.1145/3468044.3468056</a>","bibtex":"@inproceedings{Clausing_2021, title={ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip}, DOI={<a href=\"https://doi.org/10.1145/3468044.3468056\">10.1145/3468044.3468056</a>}, booktitle={Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies}, publisher={ACM}, author={Clausing, Lennart}, year={2021} }","mla":"Clausing, Lennart. “ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip.” <i>Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>, ACM, 2021, doi:<a href=\"https://doi.org/10.1145/3468044.3468056\">10.1145/3468044.3468056</a>.","short":"L. Clausing, in: Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies, ACM, 2021.","ama":"Clausing L. ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip. In: <i>Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>. ACM; 2021. doi:<a href=\"https://doi.org/10.1145/3468044.3468056\">10.1145/3468044.3468056</a>","chicago":"Clausing, Lennart. “ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip.” In <i>Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies</i>. ACM, 2021. <a href=\"https://doi.org/10.1145/3468044.3468056\">https://doi.org/10.1145/3468044.3468056</a>.","ieee":"L. Clausing, “ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip,” 2021, doi: <a href=\"https://doi.org/10.1145/3468044.3468056\">10.1145/3468044.3468056</a>."},"year":"2021","publication_status":"published"},{"citation":{"apa":"Clausing, L. (2018). <i>Development of a Hardware / Software Codesign for sonification of LIDAR-based sensor data</i>. Ruhr-University Bochum.","mla":"Clausing, Lennart. <i>Development of a Hardware / Software Codesign for Sonification of LIDAR-Based Sensor Data</i>. Ruhr-University Bochum, 2018.","bibtex":"@book{Clausing_2018, title={Development of a Hardware / Software Codesign for sonification of LIDAR-based sensor data}, publisher={Ruhr-University Bochum}, author={Clausing, Lennart}, year={2018} }","short":"L. Clausing, Development of a Hardware / Software Codesign for Sonification of LIDAR-Based Sensor Data, Ruhr-University Bochum, 2018.","ama":"Clausing L. <i>Development of a Hardware / Software Codesign for Sonification of LIDAR-Based Sensor Data</i>. Ruhr-University Bochum; 2018.","chicago":"Clausing, Lennart. <i>Development of a Hardware / Software Codesign for Sonification of LIDAR-Based Sensor Data</i>. Ruhr-University Bochum, 2018.","ieee":"L. Clausing, <i>Development of a Hardware / Software Codesign for sonification of LIDAR-based sensor data</i>. Ruhr-University Bochum, 2018."},"year":"2018","date_created":"2019-07-10T12:13:18Z","author":[{"orcid":"0000-0003-3789-6034","last_name":"Clausing","full_name":"Clausing, Lennart","id":"74287","first_name":"Lennart"}],"publisher":"Ruhr-University Bochum","date_updated":"2022-01-06T06:50:50Z","title":"Development of a Hardware / Software Codesign for sonification of LIDAR-based sensor data","type":"mastersthesis","status":"public","user_id":"3118","department":[{"_id":"78"}],"_id":"10782","language":[{"iso":"eng"}],"extern":"1"}]