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Measuring and Predicting Temperature Distributions on FPGAs at Run-Time. <i>Proceedings of the 2011 International Conference on Reconfigurable Computing and FPGAs (ReConFig)</i>, 55–60. <a href=\"https://doi.org/10.1109/ReConFig.2011.59\">https://doi.org/10.1109/ReConFig.2011.59</a>"},"file_date_updated":"2018-03-14T13:49:39Z","project":[{"name":"SFB 901","grant_number":"160364472","_id":"1"},{"grant_number":"160364472","_id":"14","name":"SFB 901 - Subprojekt C2"},{"name":"SFB 901 - Project Area C","_id":"4"},{"name":"Engineering Proprioception in Computing Systems","_id":"31","grant_number":"257906"}],"quality_controlled":"1","language":[{"iso":"eng"}],"doi":"10.1109/ReConFig.2011.59","author":[{"first_name":"Markus","last_name":"Happe","full_name":"Happe, Markus"},{"first_name":"Andreas","last_name":"Agne","full_name":"Agne, Andreas"},{"last_name":"Plessl","orcid":"0000-0001-5728-9982","first_name":"Christian","full_name":"Plessl, Christian","id":"16153"}],"year":"2011","title":"Measuring and Predicting Temperature Distributions on FPGAs at Run-Time","date_updated":"2023-09-26T13:46:08Z","date_created":"2017-10-17T12:42:59Z","file":[{"creator":"florida","date_created":"2018-03-14T13:49:39Z","date_updated":"2018-03-14T13:49:39Z","relation":"main_file","file_size":502244,"access_level":"closed","file_name":"656-2011_happe_reconfig.pdf","content_type":"application/pdf","success":1,"file_id":"1220"}],"department":[{"_id":"27"},{"_id":"518"},{"_id":"78"}],"type":"conference","publication":"Proceedings of the 2011 International Conference on Reconfigurable Computing and FPGAs (ReConFig)","abstract":[{"text":"In the next decades, hybrid multi-cores will be the predominant architecture for reconfigurable FPGA-based systems. Temperature-aware thread mapping strategies are key for providing dependability in such systems. These strategies rely on measuring the temperature distribution and redicting the thermal behavior of the system when there are changes to the hardware and software running on the FPGA. While there are a number of tools that use thermal models to predict temperature distributions at design time, these tools lack the flexibility to autonomously adjust to changing FPGA configurations. To address this problem we propose a temperature-aware system that empowers FPGA-based reconfigurable multi-cores to autonomously predict the on-chip temperature distribution for pro-active thread remapping. Our system obtains temperature measurements through a self-calibrating grid of sensors and uses area constrained heat-generating circuits in order to generate spatial and temporal temperature gradients. The generated temperature variations are then used to learn the free parameters of the system's thermal model. The system thus acquires an understanding of its own thermal characteristics. We implemented an FPGA system containing a net of 144 temperature sensors on a Xilinx Virtex-6 LX240T FPGA that is aware of its thermal model. Finally, we show that the temperature predictions vary less than 0.72 degree C on average compared to the measured temperature distributions at run-time.","lang":"eng"}]},{"quality_controlled":"1","publication":"Proc. Int. Symp. on Field-Programmable Gate Arrays (FPGA)","citation":{"bibtex":"@inproceedings{Kenter_Platzner_Plessl_Kauschke_2011, place={New York, NY, USA}, title={Performance Estimation Framework for Automated Exploration of CPU-Accelerator Architectures}, DOI={<a href=\"https://doi.org/10.1145/1950413.1950448\">10.1145/1950413.1950448</a>}, booktitle={Proc. Int. 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Walking Bus - der aktive Schulweg. <i>Schulverwltung - Zeitschrift für Schulleitung und Schulaufsicht</i>. 2011;22(2):45-46.","bibtex":"@article{Kehne_2011, title={Walking Bus - der aktive Schulweg}, volume={22}, number={2}, journal={Schulverwltung - Zeitschrift für Schulleitung und Schulaufsicht}, author={Kehne, Miriam}, year={2011}, pages={45–46} }"}},{"user_id":"129","language":[{"iso":"ger"}],"_id":"47457","publisher":"Meyer & Meyer","date_updated":"2023-09-26T19:59:19Z","year":"2011","title":"Zur Wirkung von Alltagsaktivität auf kognitive Leistungen von Kindern. Eine empirische Untersuchung am Beispiel des aktiven Schulwegs","status":"public","author":[{"last_name":"Kehne","first_name":"Miriam","full_name":"Kehne, Miriam","id":"129"}],"type":"book","department":[{"_id":"17"},{"_id":"318"}],"place":"Aachen","date_created":"2023-09-26T19:58:52Z","citation":{"chicago":"Kehne, Miriam. <i>Zur Wirkung von Alltagsaktivität auf kognitive Leistungen von Kindern. 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Eine empirische Untersuchung am Beispiel des aktiven Schulwegs}, publisher={Meyer &#38; Meyer}, author={Kehne, Miriam}, year={2011} }","mla":"Kehne, Miriam. <i>Zur Wirkung von Alltagsaktivität auf kognitive Leistungen von Kindern. Eine empirische Untersuchung am Beispiel des aktiven Schulwegs</i>. Meyer &#38; Meyer, 2011."}},{"_id":"56394","publisher":"AG-Spak.","language":[{"iso":"eng"}],"editor":[{"last_name":"Hüttner","first_name":"Bernd ","full_name":"Hüttner, Bernd "},{"last_name":"Leidinger","first_name":"Christiane","full_name":"Leidinger, Christiane"},{"first_name":"Gottfried ","last_name":"Oy","full_name":"Oy, Gottfried "}],"user_id":"110918","author":[{"last_name":"Sandoval","first_name":"Marisol","full_name":"Sandoval, Marisol","id":"110918"}],"year":"2011","status":"public","title":"Warum es and der Zeit ist den Begriff der Alternativmedien neu zu definieren","date_updated":"2024-10-07T18:11:21Z","date_created":"2024-10-07T18:03:20Z","type":"book_chapter","citation":{"mla":"Sandoval, Marisol. “Warum Es and Der Zeit Ist Den Begriff Der Alternativmedien Neu Zu Definieren.” <i>Handbuch Der Alternativmedien 2011/2012</i>, edited by Bernd  Hüttner et al., AG-Spak., 2011.","ama":"Sandoval M. Warum es and der Zeit ist den Begriff der Alternativmedien neu zu definieren. In: Hüttner B, Leidinger C, Oy G, eds. <i>Handbuch Der Alternativmedien 2011/2012</i>. AG-Spak.; 2011.","bibtex":"@inbook{Sandoval_2011, title={Warum es and der Zeit ist den Begriff der Alternativmedien neu zu definieren}, booktitle={Handbuch der Alternativmedien 2011/2012}, publisher={AG-Spak.}, author={Sandoval, Marisol}, editor={Hüttner, Bernd  and Leidinger, Christiane and Oy, Gottfried }, year={2011} }","apa":"Sandoval, M. (2011). Warum es and der Zeit ist den Begriff der Alternativmedien neu zu definieren. In B. Hüttner, C. Leidinger, &#38; G. Oy (Eds.), <i>Handbuch der Alternativmedien 2011/2012</i>. AG-Spak.","ieee":"M. Sandoval, “Warum es and der Zeit ist den Begriff der Alternativmedien neu zu definieren,” in <i>Handbuch der Alternativmedien 2011/2012</i>, B. Hüttner, C. Leidinger, and G. Oy, Eds. AG-Spak., 2011.","chicago":"Sandoval, Marisol. “Warum Es and Der Zeit Ist Den Begriff Der Alternativmedien Neu Zu Definieren.” In <i>Handbuch Der Alternativmedien 2011/2012</i>, edited by Bernd  Hüttner, Christiane Leidinger, and Gottfried  Oy. AG-Spak., 2011.","short":"M. Sandoval, in: B. Hüttner, C. Leidinger, G. 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