{"id":"https://openalex.org/W3143868688","doi":"https://doi.org/10.1109/date.2010.5457223","title":"Temperature-aware dynamic resource provisioning in a power-optimized datacenter","display_name":"Temperature-aware dynamic resource provisioning in a power-optimized datacenter","publication_year":2010,"publication_date":"2010-03-01","ids":{"openalex":"https://openalex.org/W3143868688","doi":"https://doi.org/10.1109/date.2010.5457223","mag":"3143868688"},"language":"en","primary_location":{"id":"doi:10.1109/date.2010.5457223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/date.2010.5457223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086486789","display_name":"Ehsan Pakbaznia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ehsan Pakbaznia","raw_affiliation_strings":["Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210116219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063465727","display_name":"Mohammad Ghasemazar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Ghasemazar","raw_affiliation_strings":["Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210116219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044650311","display_name":"Massoud Pedram","orcid":"https://orcid.org/0000-0002-2677-7307"},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Massoud Pedram","raw_affiliation_strings":["Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210116219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086486789"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210116219"],"apc_list":null,"apc_paid":null,"fwci":13.874,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.98628938,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10829","display_name":"Interconnection Networks and Systems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.8358790278434753},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7817645072937012},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7763996124267578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7142046689987183},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6852610111236572},{"id":"https://openalex.org/keywords/chassis","display_name":"Chassis","score":0.599618136882782},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5690593123435974},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5242151021957397},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.47552016377449036},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.4362823963165283},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3866664171218872},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37409889698028564},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35759031772613525},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3392621576786041},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24089980125427246},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2375156581401825},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16279929876327515}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8358790278434753},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7817645072937012},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7763996124267578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7142046689987183},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6852610111236572},{"id":"https://openalex.org/C512993513","wikidata":"https://www.wikidata.org/wiki/Q1068107","display_name":"Chassis","level":2,"score":0.599618136882782},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5690593123435974},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5242151021957397},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.47552016377449036},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.4362823963165283},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3866664171218872},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37409889698028564},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35759031772613525},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3392621576786041},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24089980125427246},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2375156581401825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16279929876327515},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/date.2010.5457223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/date.2010.5457223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7599999904632568,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1510445203","https://openalex.org/W1581144645","https://openalex.org/W1590860274","https://openalex.org/W1973861090","https://openalex.org/W2053211348","https://openalex.org/W2073965851","https://openalex.org/W2106119405","https://openalex.org/W2109408046","https://openalex.org/W2131629857","https://openalex.org/W2146508914","https://openalex.org/W2153819496","https://openalex.org/W6630423996","https://openalex.org/W6635247820","https://openalex.org/W6675910015","https://openalex.org/W6679408652"],"related_works":["https://openalex.org/W1980814187","https://openalex.org/W4220930137","https://openalex.org/W2055187606","https://openalex.org/W2099514833","https://openalex.org/W1979396557","https://openalex.org/W3105620684","https://openalex.org/W149189885","https://openalex.org/W2098663784","https://openalex.org/W3143868688","https://openalex.org/W1977259777"],"abstract_inverted_index":{"The":[0,59],"current":[1],"energy":[2,27],"and":[3,19,46,71,124,161],"environmental":[4],"cost":[5],"trends":[6],"of":[7,29,48,110,158,169],"datacenters":[8],"are":[9],"unsustainable.":[10],"It":[11],"is":[12,61,98,115,138,147,152],"critically":[13],"important":[14,99],"to":[15,62,100,103,125],"develop":[16],"datacenter-wide":[17],"power":[18,66,150],"thermal":[20],"management":[21],"(PTM)":[22],"solutions":[23],"that":[24],"improve":[25],"the":[26,30,44,54,64,81,90,105,136,145,167,170],"efficiency":[28],"datacenters.":[31],"This":[32],"paper":[33],"describes":[34],"one":[35],"such":[36],"approach":[37],"where":[38],"a":[39,119,156],"PTM":[40],"engine":[41],"decides":[42],"on":[43,80],"number":[45],"placement":[47],"ON":[49],"servers":[50,70,133],"while":[51,75],"simultaneously":[52],"adjusting":[53],"supplied":[55],"cold":[56],"air":[57,72],"temperature.":[58],"goal":[60],"minimize":[63],"total":[65],"consumption":[67],"(for":[68],"both":[69],"conditioning":[73],"units)":[74],"meeting":[76],"an":[77],"upper":[78],"bound":[79],"maximum":[82],"temperature":[83],"seen":[84],"in":[85,89,108],"any":[86],"server":[87],"chassis":[88,159],"data":[91],"center.":[92],"To":[93],"achieve":[94],"this":[95],"goal,":[96],"it":[97],"be":[101],"able":[102],"predict":[104],"incoming":[106],"workload":[107,121,137,146],"terms":[109],"requests":[111],"per":[112],"second":[113],"(which":[114],"done":[116],"by":[117,155],"using":[118],"short-term":[120],"forecasting":[122],"technique)":[123],"have":[126],"efficient":[127,162],"runtime":[128],"policies":[129],"for":[130],"bringing":[131],"new":[132],"online":[134],"when":[135,144],"high":[139],"or":[140],"shutting":[141],"them":[142],"off":[143],"low.":[148],"Datacenter-wide":[149],"saving":[151],"thus":[153],"achieved":[154],"combination":[157],"consolidation":[160],"cooling.":[163],"Experimental":[164],"results":[165],"demonstrate":[166],"effectiveness":[168],"proposed":[171],"dynamic":[172],"resource":[173],"provisioning":[174],"method.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}