{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T06:05:17Z","timestamp":1773381917665,"version":"3.50.1"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"EC H2020 MANGO","award":["671668"],"award-info":[{"award-number":["671668"]}]},{"name":"EC H2020 DeepHealth","award":["825111"],"award-info":[{"award-number":["825111"]}]},{"name":"ERC Consolidator","award":["725657"],"award-info":[{"award-number":["725657"]}]},{"name":"Islamic Republic of Iran"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Serv. Comput."],"published-print":{"date-parts":[[2022,1,1]]},"DOI":"10.1109\/tsc.2019.2919555","type":"journal-article","created":{"date-parts":[[2019,5,31]],"date-time":"2019-05-31T19:43:40Z","timestamp":1559331820000},"page":"30-44","source":"Crossref","is-referenced-by-count":43,"title":["MAGNETIC: Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers"],"prefix":"10.1109","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2769-4546","authenticated-orcid":false,"given":"Kawsar","family":"Haghshenas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6961-9547","authenticated-orcid":false,"given":"Ali","family":"Pahlevan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6971-1965","authenticated-orcid":false,"given":"Marina","family":"Zapater","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1515-7281","authenticated-orcid":false,"given":"Siamak","family":"Mohammadi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9536-4947","authenticated-orcid":false,"given":"David","family":"Atienza","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/jigpal\/jzv008"},{"key":"ref2","article-title":"Growth in data center electricity use 2005 to 2010,","author":"Koomey","year":"2011"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/en10101470"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2172\/1372902"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-58667-0_19"},{"key":"ref6","volume-title":"Modern Power System Planning","author":"Wang","year":"1994"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.23919\/DATE.2018.8341994"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-017-2580-5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-016-9364-0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.1867"},{"key":"ref11","article-title":"Virtual machine consolidation with multiple usage prediction for energy-efficient cloud data centers","author":"Nguyen","year":"2017","journal-title":"IEEE Trans. Services Comput."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89856-6_13"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.4103\/0256-4602.81230"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2616868"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.10.024"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2508148.2485931"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2014.18"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2015.2458273"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022676722315"},{"key":"ref20","article-title":"Learning from delayed rewards","author":"Watkins","year":"1989"},{"key":"ref21","first-page":"1039","article-title":"Nash Q-learning for general-sum stochastic games","volume":"4","author":"Hu","year":"2003","journal-title":"J. Mach. Learn. Res."},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/spe.995"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2012.6427585"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10922-005-4441-x"},{"key":"ref25","article-title":"Enabling advanced operational analysis through multi-subsystem data integration on trinity","volume-title":"Proc. Cray Users Group","author":"Brandt"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CLUSTER.2015.71"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2012.100"},{"key":"ref28","article-title":"Interpretable anomaly detection for monitoring of high performance computing systems","volume-title":"Proc. ACM SIGKDD Outlier Definition Detection Description Demand Workshop","author":"Baseman"},{"key":"ref29","article-title":"Performance anomaly detection and resolution for autonomous clouds","author":"Ibidunmoye","year":"2017"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2011.04.017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2361519"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ASPDAC.2014.6742874"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2013.6691107"},{"key":"ref34","article-title":"Benchmarking modern multiprocessors","author":"Bienia","year":"2011"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-011-0194-3"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1613\/jair.301"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-16111-7_23"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1113361.1113374"},{"key":"ref40","article-title":"AMD family 10h server and workstation processor power and thermal data sheet","author":"Devices","year":"2010"}],"container-title":["IEEE Transactions on Services Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4629386\/9702709\/08727486.pdf?arnumber=8727486","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T22:17:07Z","timestamp":1704838627000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8727486\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,1]]},"references-count":40,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tsc.2019.2919555","relation":{},"ISSN":["1939-1374","2372-0204"],"issn-type":[{"value":"1939-1374","type":"electronic"},{"value":"2372-0204","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,1]]}}}