{"id":"https://openalex.org/W4399117353","doi":"https://doi.org/10.1145/3634769.3634811","title":"Thermal-aware Workload Distribution for Data Centers with Demand Variations","display_name":"Thermal-aware Workload Distribution for Data Centers with Demand Variations","publication_year":2023,"publication_date":"2023-10-28","ids":{"openalex":"https://openalex.org/W4399117353","doi":"https://doi.org/10.1145/3634769.3634811"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3634769.3634811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2308.12559","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081589387","display_name":"Somayye Rostami","orcid":"https://orcid.org/0000-0001-6360-7772"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Somayye Rostami","raw_affiliation_strings":["McMaster University, Canada"],"affiliations":[{"raw_affiliation_string":"McMaster University, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000267488","display_name":"Douglas G. Down","orcid":"https://orcid.org/0000-0003-0881-831X"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Douglas G. Down","raw_affiliation_strings":["McMaster University, Canada"],"affiliations":[{"raw_affiliation_string":"McMaster University, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051576344","display_name":"George Karakostas","orcid":"https://orcid.org/0000-0002-1978-1252"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"George Karakostas","raw_affiliation_strings":["McMaster University, Canada"],"affiliations":[{"raw_affiliation_string":"McMaster University, Canada","institution_ids":["https://openalex.org/I98251732"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":78},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"66"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9992,"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":0.9992,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9939,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9922,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6705274},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.53467566},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.43138278}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8365505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6767966},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6705274},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.65021914},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.58524835},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5411401},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.53467566},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5022671},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4786345},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43894842},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.43536225},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.43138278},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.39517272},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3205265},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.2996241},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16463709},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15840206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13837662},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.077635795},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07708469},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3634769.3634811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2308.12559","pdf_url":"https://arxiv.org/pdf/2308.12559","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2308.12559","pdf_url":"https://arxiv.org/pdf/2308.12559","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":6,"referenced_works":["https://openalex.org/W2101221989","https://openalex.org/W3094481548","https://openalex.org/W3181216307","https://openalex.org/W4296545143","https://openalex.org/W4396680753","https://openalex.org/W4399117353"],"related_works":["https://openalex.org/W4285278887","https://openalex.org/W4232431455","https://openalex.org/W3116484972","https://openalex.org/W2995925505","https://openalex.org/W2941986668","https://openalex.org/W2773399470","https://openalex.org/W2478592842","https://openalex.org/W2365237642","https://openalex.org/W2047956094","https://openalex.org/W1980522505"],"abstract_inverted_index":{"Thermal-aware":[0],"workload":[1,50,70,127],"distribution":[2],"is":[3,91,101,119,132],"a":[4,61,92,113],"common":[5],"approach":[6,118],"in":[7,14,72,149],"the":[8,27,67,82,87,89,106,109,122,144],"literature":[9],"for":[10,125],"power":[11,78],"consumption":[12],"optimization":[13,63],"data":[15,18],"centers.":[16],"However,":[17],"centers":[19],"also":[20],"have":[21],"other":[22],"operational":[23],"costs":[24],"such":[25],"as":[26],"cost":[28,68],"of":[29,44,69,108],"equipment":[30],"maintenance":[31],"and":[32,76],"replacement.":[33],"It":[34],"has":[35],"been":[36],"shown":[37],"that":[38,65,143],"server":[39],"reliability":[40],"depends":[41],"on":[42],"frequency":[43],"their":[45],"temperature":[46],"variations,":[47],"arising":[48],"from":[49],"transitions":[51,71],"due":[52],"to":[53,74,104],"dynamic":[54],"demands.":[55],"In":[56],"this":[57],"work,":[58],"we":[59,84],"formulate":[60],"nonlinear":[62],"problem":[64],"considers":[66],"addition":[73],"IT":[75],"cooling":[77],"consumption.":[79],"To":[80],"approximate":[81,105],"solution,":[83],"first":[85],"linearize":[86],"problem;":[88],"result":[90],"mixed":[93],"integer":[94],"linear":[95,110],"programming":[96],"problem.":[97,111],"A":[98],"modified":[99],"heuristic":[100],"then":[102],"proposed":[103,123,145],"solution":[107],"Finally,":[112],"Model":[114],"Predictive":[115],"Control":[116],"(MPC)":[117],"integrated":[120],"with":[121],"heuristics":[124],"automatic":[126],"reconfiguration":[128],"when":[129],"future":[130],"demand":[131],"not":[133],"known":[134],"exactly,":[135],"but":[136],"predictions":[137],"are":[138,147],"available.":[139],"Numerical":[140],"results":[141],"show":[142],"schemes":[146],"attractive":[148],"different":[150],"settings.":[151]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4399117353","counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2024-12-31T05:33:27.990045","created_date":"2024-05-30"}