{"id":"https://openalex.org/W2414269451","doi":"https://doi.org/10.1145/2903150.2903177","title":"Conserving cooling and computing power by distributing workloads in data centers","display_name":"Conserving cooling and computing power by distributing workloads in data centers","publication_year":2016,"publication_date":"2016-05-16","ids":{"openalex":"https://openalex.org/W2414269451","doi":"https://doi.org/10.1145/2903150.2903177","mag":"2414269451"},"language":"en","primary_location":{"id":"doi:10.1145/2903150.2903177","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2903150.2903177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"},"type":"conference-paper","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/A5033509038","display_name":"Ruihong Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruihong Lin","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073135288","display_name":"Yuhui Deng","orcid":"https://orcid.org/0000-0002-1522-8943"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Deng","raw_affiliation_strings":["Jinan University, Guangzhou, China and Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China and Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I159948400","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005497515","display_name":"Liyao Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyao Yang","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"232","last_page":"239"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9958000183105469,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.778069019317627},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.748751163482666},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5741401314735413},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5442027449607849},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4963584542274475},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.47134706377983093},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42354604601860046},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4225679337978363},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33993977308273315},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3236190676689148},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22856926918029785},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22816038131713867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10017555952072144},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09371143579483032},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08157503604888916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.778069019317627},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.748751163482666},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5741401314735413},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5442027449607849},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4963584542274475},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.47134706377983093},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42354604601860046},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4225679337978363},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33993977308273315},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3236190676689148},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22856926918029785},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22816038131713867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10017555952072144},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09371143579483032},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08157503604888916},{"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:10.1145/2903150.2903177","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2903150.2903177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W190397983","https://openalex.org/W1523544438","https://openalex.org/W1933251158","https://openalex.org/W1968259368","https://openalex.org/W1982290754","https://openalex.org/W2067545467","https://openalex.org/W2078821319","https://openalex.org/W2089787979","https://openalex.org/W2097964682","https://openalex.org/W2104589727","https://openalex.org/W2106119405","https://openalex.org/W2131154911","https://openalex.org/W2134807578","https://openalex.org/W2154596969","https://openalex.org/W2162462435","https://openalex.org/W2536745924","https://openalex.org/W4229969433"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W4390608645","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"Reducing":[0],"the":[1,8,19,30,37,43,63,72,88,92,96,109,114,117,129,133,144,162,169,178],"power":[2,31,38,44,58,65,74,93,170],"consumption":[3,32,66,171],"has":[4],"become":[5],"one":[6,155],"of":[7,22,39,45,67,91,116,135,147,172,186],"most":[9],"important":[10],"challenges":[11],"in":[12,175],"designing":[13],"modern":[14],"data":[15,68,150,173],"centers":[16,69,174],"due":[17],"to":[18,28,51,86,127,139,177],"explosive":[20],"growth":[21,115],"data.":[23],"The":[24],"traditional":[25],"approaches":[26],"employed":[27],"decrease":[29],"normally":[33],"do":[34],"not":[35],"consider":[36],"IT":[40],"devices":[41],"and":[42,75,108,164],"cooling":[46,76],"system":[47],"simultaneously.":[48],"In":[49,137],"contrast":[50,138,176],"existing":[52],"works,":[53],"this":[54],"paper":[55],"proposes":[56],"a":[57,99,148],"model":[59,94,97],"which":[60],"can":[61,142,166],"minimize":[62],"overall":[64],"by":[70,131],"balancing":[71],"computing":[73,106],"power.":[77],"Furthermore,":[78],"an":[79],"Enhanced":[80],"Genetic":[81],"Algorithm":[82],"(EGA)":[83],"is":[84,98,105,125],"designed":[85],"explore":[87],"solution":[89],"space":[90],"since":[95],"linear":[100],"programming":[101],"problem.":[102],"However,":[103],"EGA":[104,163],"intensive":[107],"performance":[110],"gradually":[111],"decreases":[112],"with":[113,153],"problem":[118],"size.":[119],"Therefore,":[120],"Heuristic":[121],"Greedy":[122],"Sequence":[123],"(HGS)":[124],"proposed":[126],"simplify":[128],"calculation":[130],"leveraging":[132],"nature":[134],"greed.":[136],"EGA,":[140],"HGS":[141,165,182],"determine":[143],"workload":[145],"allocation":[146],"specific":[149],"center":[151],"layout":[152],"only":[154],"calculation.":[156],"Experimental":[157],"results":[158],"demonstrate":[159],"that":[160,185],"both":[161],"significantly":[167,183],"reduce":[168],"random":[179],"algorithm.":[180],"Additionally,":[181],"outperforms":[184],"EGA.":[187]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}