{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T15:06:52Z","timestamp":1782313612599,"version":"3.54.5"},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001602","name":"Science Foundation Ireland","doi-asserted-by":"publisher","award":["14\/IA\/2474"],"award-info":[{"award-number":["14\/IA\/2474"]}],"id":[{"id":"10.13039\/501100001602","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3013812","type":"journal-article","created":{"date-parts":[[2020,8,3]],"date-time":"2020-08-03T21:21:38Z","timestamp":1596489698000},"page":"143306-143332","source":"Crossref","is-referenced-by-count":9,"title":["A Comparative Study of Techniques for Energy Predictive Modeling Using Performance Monitoring Counters on Modern Multicore CPUs"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3748-6361","authenticated-orcid":false,"given":"Arsalan","family":"Shahid","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3595-8484","authenticated-orcid":false,"given":"Muhammad","family":"Fahad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9181-3290","authenticated-orcid":false,"given":"Ravi Reddy","family":"Manumachu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9460-3897","authenticated-orcid":false,"given":"Alexey","family":"Lastovetsky","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1168857.1168881"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/885651.781048"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/280756.280887"},{"key":"ref32","year":"2017","journal-title":"CUDA Profiling Tools Interface"},{"key":"ref31","year":"2012","journal-title":"Intel Performance Counter Monitor—A Better Way to Measure CPU Utilization"},{"key":"ref30","author":"wiki","year":"2017","journal-title":"Perf Linux Profiling with Performance Counters"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MICRO.2003.1253186"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/566726.566736"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/92.845896"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1145\/344166.344189","article-title":"operating-system directed power reduction","author":"lu","year":"2000","journal-title":"ISLPED 00 the 2000 International Symposium on Low Power Electronics and Design (Cat No 00TH8514) LPE-00"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/PDP.2014.112"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ISPASS.2013.6557170"},{"key":"ref61","first-page":"1","article-title":"Evaluating the effectiveness of model-based power characterization","author":"mccullough","year":"2011","journal-title":"Proc 2011 USENIX Conf USENIX Annu Tech Conf"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3078811"},{"key":"ref28","article-title":"Intel xeon phi coprocessor system software developers guide","author":"corporation","year":"2014"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-25636-4_5"},{"key":"ref27","year":"2018","journal-title":"Nvidia Management Library NVML Reference Manual"},{"key":"ref65","author":"laboratory","year":"2020","journal-title":"HCLWattsUp API for Power and Energy Measurements Using WattsUp Pro Meter"},{"key":"ref66","first-page":"18","article-title":"Classification and regression by randomforest","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2588768.2576783"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1997.614194"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0067700"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/challe6010117"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-018-06610-y"},{"key":"ref20","first-page":"50","article-title":"Additivity: A selection criterion for performance events for reliable energy predictive modeling","volume":"4","author":"shahid","year":"2017","journal-title":"Supercomputing Frontiers and Innovations"},{"key":"ref22","year":"2015","journal-title":"Performance Application Programming Interface 5 4 1"},{"key":"ref21","article-title":"Energy of computing on multicore CPUs: Predictive models and energy conservation law","author":"shahid","year":"2019","journal-title":"arXiv 1907 02805"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/wics.101"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.02.021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2012.12"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2994953"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/2318716.2318718"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2014.2315629"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2016.311"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2013.07.012"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2012.06.003"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16214-0_6"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ISLPED.2013.6629328"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2013.73"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/GREENCOMP.2010.5598315"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1816038.1815998"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2013.32"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2014.06.001"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/1065944.1065969"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICPP.2017.62"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2016.2608824"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2017.2742513"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/en12112204"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICPPW.2010.38"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2018.05.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2732458"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3018112"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1594233.1594256"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ISPASS.2008.4510751"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2379776.2379780"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2024724.2024935"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2566618"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ASAP.2013.6567548"},{"key":"ref49","first-page":"1","article-title":"Distributed systems meet economics: Pricing in the cloud","author":"wang","year":"2010","journal-title":"Proc 2nd USENIX Conf Hot Topics Cloud Comput"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2017.2710317"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1577129.1577137"},{"key":"ref45","article-title":"Models and metrics for energy-efficient computer systems","author":"rivoire","year":"2008"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/GREENCOMP.2010.5598313"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/HPCA.2009.4798264"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1250662.1250665"},{"key":"ref41","first-page":"70","article-title":"Full-system power analysis and modeling for server environments","author":"economou","year":"2006","journal-title":"Proceedings of the Work on Modeling Benchmarking and Simulation"},{"key":"ref44","first-page":"32","article-title":"A comparison of high-level full-system power models","author":"rivoire","year":"2008","journal-title":"Proc Conf Power Aware Comput Syst"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1453175.1453180"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09154439.pdf?arnumber=9154439","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T15:56:45Z","timestamp":1642003005000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9154439\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":68,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3013812","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}