{"id":"https://openalex.org/W2615330612","doi":"https://doi.org/10.1109/jsyst.2017.2700863","title":"Joint Cooling and Server Control in Data Centers: A Cross-Layer Framework for Holistic Energy Minimization","display_name":"Joint Cooling and Server Control in Data Centers: A Cross-Layer Framework for Holistic Energy Minimization","publication_year":2017,"publication_date":"2017-05-19","ids":{"openalex":"https://openalex.org/W2615330612","doi":"https://doi.org/10.1109/jsyst.2017.2700863","mag":"2615330612"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2017.2700863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2017.2700863","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-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/A5059141038","display_name":"Jianxiong Wan","orcid":"https://orcid.org/0000-0003-3236-3036"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiong Wan","raw_affiliation_strings":["School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China"],"raw_orcid":"https://orcid.org/0000-0003-3236-3036","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090121233","display_name":"Xiang Gui","orcid":"https://orcid.org/0000-0001-6686-0749"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Xiang Gui","raw_affiliation_strings":["School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand","institution_ids":["https://openalex.org/I51158804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060248240","display_name":"Ran Zhang","orcid":"https://orcid.org/0000-0002-6196-2890"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ran Zhang","raw_affiliation_strings":["UniCloud Co. Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UniCloud Co. Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011267211","display_name":"Lijun Fu","orcid":"https://orcid.org/0000-0001-9830-3007"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Fu","raw_affiliation_strings":["School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.4243,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.97911434,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":"3","first_page":"2461","last_page":"2472"},"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":0.9976999759674072,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9929999709129333,"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/data-center","display_name":"Data center","score":0.753031849861145},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.7000678777694702},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6580957174301147},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6546623110771179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6476883292198181},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.6343785524368286},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5691049098968506},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4720153212547302},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4554975628852844},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.43160033226013184},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4230092167854309},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4210345149040222},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3875572383403778},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38045433163642883},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24721795320510864},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1858242154121399},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15282419323921204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11764803528785706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08057600259780884}],"concepts":[{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.753031849861145},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.7000678777694702},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6580957174301147},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6546623110771179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6476883292198181},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.6343785524368286},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5691049098968506},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4720153212547302},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4554975628852844},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.43160033226013184},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4230092167854309},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4210345149040222},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3875572383403778},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38045433163642883},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24721795320510864},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1858242154121399},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15282419323921204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11764803528785706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08057600259780884},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2017.2700863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2017.2700863","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G5052734655","display_name":"\u8499\u53e4\u8bed\u8bed\u4e49Web\u7684\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61363052","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8097317991","display_name":null,"funder_award_id":"61502255","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W71597409","https://openalex.org/W127457661","https://openalex.org/W1874894131","https://openalex.org/W1893812361","https://openalex.org/W1965522053","https://openalex.org/W1967416785","https://openalex.org/W1975351293","https://openalex.org/W1976558349","https://openalex.org/W1981489410","https://openalex.org/W1996168341","https://openalex.org/W2024335870","https://openalex.org/W2024593967","https://openalex.org/W2030810346","https://openalex.org/W2037798990","https://openalex.org/W2040309615","https://openalex.org/W2042336578","https://openalex.org/W2044657099","https://openalex.org/W2045274643","https://openalex.org/W2049180287","https://openalex.org/W2050463809","https://openalex.org/W2053211348","https://openalex.org/W2063198271","https://openalex.org/W2067549201","https://openalex.org/W2072925927","https://openalex.org/W2073938709","https://openalex.org/W2078073886","https://openalex.org/W2078468000","https://openalex.org/W2084228106","https://openalex.org/W2096554329","https://openalex.org/W2098663784","https://openalex.org/W2106119405","https://openalex.org/W2107128713","https://openalex.org/W2111318677","https://openalex.org/W2115219441","https://openalex.org/W2118659595","https://openalex.org/W2120236880","https://openalex.org/W2120881346","https://openalex.org/W2124467968","https://openalex.org/W2124853018","https://openalex.org/W2141923369","https://openalex.org/W2157299627","https://openalex.org/W2164079218","https://openalex.org/W2166539499","https://openalex.org/W2284351912","https://openalex.org/W2296157071","https://openalex.org/W2327388626","https://openalex.org/W2736578080","https://openalex.org/W3104383066","https://openalex.org/W3143868688","https://openalex.org/W4214894150","https://openalex.org/W4238041806"],"related_works":["https://openalex.org/W2055187606","https://openalex.org/W1498304890","https://openalex.org/W4214914670","https://openalex.org/W2037023427","https://openalex.org/W1969542292","https://openalex.org/W3006216828","https://openalex.org/W2084875360","https://openalex.org/W3123077549","https://openalex.org/W2904165227","https://openalex.org/W2770088598"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,77],"try":[4],"to":[5,43,65],"address":[6],"the":[7,66,71,74],"issue":[8],"of":[9,52,73],"holistic":[10,33,99],"energy":[11,34,48,100],"minimization":[12,35],"in":[13,96],"data":[14,31,97],"centers":[15],"by":[16],"designing":[17],"a":[18,24],"cross-layer":[19,92],"optimization":[20],"framework.":[21],"We":[22],"formulate":[23],"mixed":[25],"integer":[26],"nonLinear":[27],"programming":[28],"problem":[29],"named":[30],"center":[32,98],"problem,":[36],"and":[37,59,83],"develop":[38],"an":[39],"efficient":[40],"JOINT":[41,46],"algorithm":[42],"solve":[44],"it.":[45],"cuts":[47],"consumption":[49],"via":[50],"collaboration":[51],"system":[53,62],"components":[54],"across":[55],"different":[56],"control":[57],"layers,":[58],"dynamically":[60],"configures":[61],"parameters":[63],"according":[64],"current":[67],"workload.":[68],"To":[69],"evaluate":[70],"performance":[72],"proposed":[75],"framework,":[76],"conduct":[78],"extensive":[79],"simulations":[80],"against":[81],"synthetic":[82],"real-world":[84],"workload":[85],"traces.":[86],"Experimental":[87],"results":[88],"suggest":[89],"that":[90],"our":[91],"framework":[93],"is":[94],"effective":[95],"reduction.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}