{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T16:07:52Z","timestamp":1774368472096,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,5,16]],"date-time":"2017-05-16T00:00:00Z","timestamp":1494892800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,5,16]]},"DOI":"10.1145\/3077839.3077855","type":"proceedings-article","created":{"date-parts":[[2017,5,16]],"date-time":"2017-05-16T19:56:07Z","timestamp":1494964567000},"page":"1-11","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":30,"title":["Energy Efficient Job Scheduling with DVFS for CPU-GPU Heterogeneous Systems"],"prefix":"10.1145","author":[{"given":"Vincent","family":"Chau","sequence":"first","affiliation":[{"name":"Department of Computer Science, Hong Kong Baptist University, Hong Kong"}]},{"given":"Xiaowen","family":"Chu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Hong Kong Baptist University, Hong Kong, HKBU Institute of Research and Continuing Education, Shenzhen, China"}]},{"given":"Hai","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Computing, Hang Seng Management College, Hong Kong"}]},{"given":"Yiu-Wing","family":"Leung","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Hong Kong Baptist University, Hong Kong"}]}],"member":"320","published-online":{"date-parts":[[2017,5,16]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1735223.1735245"},{"key":"e_1_3_2_1_2_1","volume-title":"STACS (LIPIcs)","volume":"9","author":"Albers Susanne","year":"2011","unstructured":"Susanne Albers . 2011 . Algorithms for Dynamic Speed Scaling . In STACS (LIPIcs) , Vol. 9 . Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 1--11. Susanne Albers. 2011. Algorithms for Dynamic Speed Scaling. In STACS (LIPIcs), Vol. 9. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 1--11."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00453-012-9678-7"},{"key":"e_1_3_2_1_4_1","volume-title":"Approximation Schemes for Scheduling","author":"Alon Noga","unstructured":"Noga Alon , Yossi Azar , Gerhard J. Woeginger , and Tal Yadid . 1997. Approximation Schemes for Scheduling . In SODA. ACM\/SIAM , 493--500. Noga Alon, Yossi Azar, Gerhard J. Woeginger, and Tal Yadid. 1997. Approximation Schemes for Scheduling. In SODA. ACM\/SIAM, 493--500."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s004530010051"},{"key":"e_1_3_2_1_6_1","volume-title":"Load Balancing in the Lp Norm","author":"Awerbuch Baruch","unstructured":"Baruch Awerbuch , Yossi Azar , Edward F. Grove , Ming-Yang Kao , P. Krishnan , and Jeffrey Scott Vitter . 1995. Load Balancing in the Lp Norm . In FOCS. IEEE Computer Society , 383--391. Baruch Awerbuch, Yossi Azar, Edward F. Grove, Ming-Yang Kao, P. Krishnan, and Jeffrey Scott Vitter. 1995. Load Balancing in the Lp Norm. In FOCS. IEEE Computer Society, 383--391."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1060590.1060639"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44914-2_1"},{"key":"e_1_3_2_1_9_1","volume-title":"FSTTCS (LIPIcs)","volume":"24","author":"Bampis Evripidis","year":"2013","unstructured":"Evripidis Bampis , Alexander V. Kononov , Dimitrios Letsios , Giorgio Lucarelli , and Maxim Sviridenko . 2013 . Energy Efficient Scheduling and Routing via Randomized Rounding . In FSTTCS (LIPIcs) , Vol. 24 . Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 449--460. Evripidis Bampis, Alexander V. Kononov, Dimitrios Letsios, Giorgio Lucarelli, and Maxim Sviridenko. 2013. Energy Efficient Scheduling and Routing via Randomized Rounding. In FSTTCS (LIPIcs), Vol. 24. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 449--460."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2612669.2612672"},{"key":"e_1_3_2_1_11_1","volume-title":"Mintz","author":"Bridges Robert A.","year":"2016","unstructured":"Robert A. Bridges , Neena Imam , and Tiffany M . Mintz . 2016 . Understanding GPU Power: A Survey of Profiling, Modeling, and Simulation Methods. ACM Comput. Surv . 49, 3 (2016), 41:1--41:27. Robert A. Bridges, Neena Imam, and Tiffany M. Mintz. 2016. Understanding GPU Power: A Survey of Profiling, Modeling, and Simulation Methods. ACM Comput. Surv. 49, 3 (2016), 41:1--41:27."},{"key":"e_1_3_2_1_12_1","volume-title":"Leakage-Aware Energy-Efficient Scheduling of Real-Time Tasks in Multiprocessor Systems. In IEEE Real Time Technology and Applications Symposium. IEEE Computer Society, 408--417","author":"Chen Jian-Jia","year":"2006","unstructured":"Jian-Jia Chen , Heng-Ruey Hsu , and Tei-Wei Kuo . 2006 . Leakage-Aware Energy-Efficient Scheduling of Real-Time Tasks in Multiprocessor Systems. In IEEE Real Time Technology and Applications Symposium. IEEE Computer Society, 408--417 . Jian-Jia Chen, Heng-Ruey Hsu, and Tei-Wei Kuo. 2006. Leakage-Aware Energy-Efficient Scheduling of Real-Time Tasks in Multiprocessor Systems. In IEEE Real Time Technology and Applications Symposium. IEEE Computer Society, 408--417."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0129054114500312"},{"key":"e_1_3_2_1_14_1","volume-title":"WAOA (Lecture Notes in Computer Science)","author":"Cohen-Addad Vincent","unstructured":"Vincent Cohen-Addad , Zhentao Li , Claire Mathieu , and Ioannis Milis . 2014. Energy-Efficient Algorithms for Non-preemptive Speed-Scaling . In WAOA (Lecture Notes in Computer Science) , Vol. 8952 . Springer , 107--118. Vincent Cohen-Addad, Zhentao Li, Claire Mathieu, and Ioannis Milis. 2014. Energy-Efficient Algorithms for Non-preemptive Speed-Scaling. In WAOA (Lecture Notes in Computer Science), Vol. 8952. Springer, 107--118."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2008.04.007"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2005.57"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00224-013-9477-9"},{"key":"e_1_3_2_1_18_1","volume-title":"Gurobi Optimization","author":"Inc.","year":"2015","unstructured":"Inc. Gurobi Optimization . 2015 . Gurobi Optimizer Reference Manual . (2015). http:\/\/www.gurobi.com Inc. Gurobi Optimization. 2015. Gurobi Optimizer Reference Manual. (2015). http:\/\/www.gurobi.com"},{"key":"e_1_3_2_1_19_1","unstructured":"I HPC Systems. 2015. Comparison of Intel processors. (2015). http:\/\/www.hpc.co.jp\/compare_intel_processors.html  I HPC Systems. 2015. Comparison of Intel processors. (2015). http:\/\/www.hpc.co.jp\/compare_intel_processors.html"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1290672.1290678"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01585745"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2011.129"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2012.31"},{"key":"e_1_3_2_1_24_1","volume-title":"Energy Efficient Real-time Task Scheduling on CPU-GPU Hybrid Clusters","author":"Mei Xinxin","unstructured":"Xinxin Mei , Xiaowen Chu , Hai Liu , Yiu-Wing Leung , and Zongpeng Li. 2017. Energy Efficient Real-time Task Scheduling on CPU-GPU Hybrid Clusters . In INFOCOM. IEEE. Xinxin Mei, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, and Zongpeng Li. 2017. Energy Efficient Real-time Task Scheduling on CPU-GPU Hybrid Clusters. In INFOCOM. IEEE."},{"key":"e_1_3_2_1_25_1","volume-title":"A Survey and Measurement Study of GPU DVFS on Energy Conservation. CoRR abs\/1610.01784","author":"Mei Xinxin","year":"2016","unstructured":"Xinxin Mei , Qiang Wang , and Xiaowen Chu . 2016. A Survey and Measurement Study of GPU DVFS on Energy Conservation. CoRR abs\/1610.01784 ( 2016 ). Xinxin Mei, Qiang Wang, and Xiaowen Chu. 2016. A Survey and Measurement Study of GPU DVFS on Energy Conservation. CoRR abs\/1610.01784 (2016)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2525526.2525852"},{"key":"e_1_3_2_1_27_1","volume-title":"Vetter","author":"Mittal Sparsh","year":"2014","unstructured":"Sparsh Mittal and Jeffrey S . Vetter . 2014 . A Survey of Methods for Analyzing and Improving GPU Energy Efficiency. ACM Comput. Surv . 47, 2 (2014), 19:1--19:23. Sparsh Mittal and Jeffrey S. Vetter. 2014. A Survey of Methods for Analyzing and Improving GPU Energy Efficiency. ACM Comput. Surv. 47, 2 (2014), 19:1--19:23."},{"key":"e_1_3_2_1_28_1","volume-title":"Board Specification.","author":"NVIDIA.","year":"2013","unstructured":"NVIDIA. 2013. Tesla K40 GPU Acclerator , Board Specification. ( 2013 ). http:\/\/www.nvidia.com\/content\/PDF\/kepler\/Tesla-K40-PCIe-Passive-Board-Spec-BD-06902-001_v05.pdf NVIDIA. 2013. Tesla K40 GPU Acclerator, Board Specification. (2013). http:\/\/www.nvidia.com\/content\/PDF\/kepler\/Tesla-K40-PCIe-Passive-Board-Spec-BD-06902-001_v05.pdf"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00224-007-9070-1"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01585178"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/SFCS.1995.492493"}],"event":{"name":"e-Energy '17: The Eighth International Conference on Future Energy Systems","location":"Shatin Hong Kong","acronym":"e-Energy '17","sponsor":["SIGCOMM ACM Special Interest Group on Data Communication"]},"container-title":["Proceedings of the Eighth International Conference on Future Energy Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3077839.3077855","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3077839.3077855","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:36:50Z","timestamp":1750217810000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3077839.3077855"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,16]]},"references-count":31,"alternative-id":["10.1145\/3077839.3077855","10.1145\/3077839"],"URL":"https:\/\/doi.org\/10.1145\/3077839.3077855","relation":{},"subject":[],"published":{"date-parts":[[2017,5,16]]},"assertion":[{"value":"2017-05-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}