{"id":"https://openalex.org/W2765921558","doi":"https://doi.org/10.1109/tbdata.2017.2763612","title":"Thermal-Aware and DVFS-Enabled Big Data Task Scheduling for Data Centers","display_name":"Thermal-Aware and DVFS-Enabled Big Data Task Scheduling for Data Centers","publication_year":2017,"publication_date":"2017-10-17","ids":{"openalex":"https://openalex.org/W2765921558","doi":"https://doi.org/10.1109/tbdata.2017.2763612","mag":"2765921558"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2017.2763612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2017.2763612","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","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/A5034601329","display_name":"Huazhong Liu","orcid":"https://orcid.org/0000-0001-7813-5894"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huazhong Liu","raw_affiliation_strings":["School of Information Science and Technology, Jiujiang University, Jiujiang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Jiujiang University, Jiujiang, China","institution_ids":["https://openalex.org/I134626604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025274838","display_name":"Baoshun Liu","orcid":"https://orcid.org/0000-0001-5564-3685"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoshun Liu","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049154222","display_name":"Laurence T. Yang","orcid":"https://orcid.org/0000-0002-7986-4244"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laurence T. Yang","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037144027","display_name":"Man Lin","orcid":"https://orcid.org/0000-0003-1613-8357"},"institutions":[{"id":"https://openalex.org/I197191942","display_name":"St. Francis Xavier University","ror":"https://ror.org/01wcaxs37","country_code":"CA","type":"education","lineage":["https://openalex.org/I197191942"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Man Lin","raw_affiliation_strings":["Department of Mathematics and Computer Science, St. Francis Xavier University, Antigonish, NS, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, St. Francis Xavier University, Antigonish, NS, Canada","institution_ids":["https://openalex.org/I197191942"]}]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Deng","raw_affiliation_strings":["Department of Computer Science, Jinan University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055197093","display_name":"Kashif Bilal","orcid":"https://orcid.org/0000-0002-4381-8094"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Kashif Bilal","raw_affiliation_strings":["COMSATS Institute of Information Technology, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS Institute of Information Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003909640","display_name":"Samee U. Khan","orcid":"https://orcid.org/0000-0001-5640-4942"},"institutions":[{"id":"https://openalex.org/I57328836","display_name":"North Dakota State University","ror":"https://ror.org/05h1bnb22","country_code":"US","type":"education","lineage":["https://openalex.org/I57328836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samee U. Khan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North Dakota State University, Fargo, ND"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North Dakota State University, Fargo, ND","institution_ids":["https://openalex.org/I57328836"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5034601329"],"corresponding_institution_ids":["https://openalex.org/I134626604"],"apc_list":null,"apc_paid":null,"fwci":11.607,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.984392,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"4","issue":"2","first_page":"177","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9955000281333923,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9886000156402588,"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/computer-science","display_name":"Computer science","score":0.8500926494598389},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7879217863082886},{"id":"https://openalex.org/keywords/frequency-scaling","display_name":"Frequency scaling","score":0.7206346392631531},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6932913064956665},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.6277636289596558},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6128365397453308},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49253401160240173},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44144630432128906},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39904800057411194},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.20044028759002686},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11500522494316101},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07503253221511841}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8500926494598389},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7879217863082886},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.7206346392631531},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6932913064956665},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.6277636289596558},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6128365397453308},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49253401160240173},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44144630432128906},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39904800057411194},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.20044028759002686},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11500522494316101},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07503253221511841},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2017.2763612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2017.2763612","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W190397983","https://openalex.org/W1636040588","https://openalex.org/W1825959699","https://openalex.org/W1983820316","https://openalex.org/W1996975941","https://openalex.org/W1997046042","https://openalex.org/W2018067627","https://openalex.org/W2020828423","https://openalex.org/W2023433806","https://openalex.org/W2024060531","https://openalex.org/W2035694933","https://openalex.org/W2037420005","https://openalex.org/W2037422242","https://openalex.org/W2039088753","https://openalex.org/W2040263621","https://openalex.org/W2042198727","https://openalex.org/W2049247044","https://openalex.org/W2055043902","https://openalex.org/W2057087550","https://openalex.org/W2064124275","https://openalex.org/W2097653958","https://openalex.org/W2106119405","https://openalex.org/W2112806194","https://openalex.org/W2122426971","https://openalex.org/W2134807578","https://openalex.org/W2139177908","https://openalex.org/W2145542096","https://openalex.org/W2147855321","https://openalex.org/W2153204735","https://openalex.org/W2159128662","https://openalex.org/W2161237832","https://openalex.org/W2315342500","https://openalex.org/W2536745924","https://openalex.org/W3139989176","https://openalex.org/W3141847830","https://openalex.org/W4295547509","https://openalex.org/W6636505171","https://openalex.org/W6638909124","https://openalex.org/W6649649913"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W179829755","https://openalex.org/W2035968155"],"abstract_inverted_index":{"Big":[0],"data":[1,12,22,39,138,156],"has":[2],"received":[3],"considerable":[4],"attentions":[5],"in":[6,14,36,38,42],"recent":[7],"years":[8],"because":[9],"of":[10,58,66,155],"massive":[11,43],"volumes":[13],"multifarious":[15],"fields.":[16],"Considering":[17],"various":[18],"\u201cV\u201d":[19],"features,":[20],"big":[21,137],"tasks":[23,32],"are":[24,33],"usually":[25],"highly":[26],"complex":[27],"and":[28,46,61,84,87,98,109,118,132,134,145,177,189],"computational":[29],"intensive.":[30],"These":[31],"generally":[34],"performed":[35],"parallel":[37],"centers":[40],"resulting":[41],"energy":[44,62,79,101,111,153,171,179,186,191],"consumption":[45,102,154,180,187,192],"Green":[47],"House":[48],"Gases":[49],"emissions.":[50],"Therefore,":[51],"efficient":[52,172],"resource":[53],"allocation":[54,117],"considering":[55,105],"the":[56,59,67,106,124,151,163,169],"synergy":[57],"performance":[60],"efficiency":[63,80],"is":[64],"one":[65],"crucial":[68],"challenges":[69],"today.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"aim":[75],"to":[76,149],"achieve":[77],"maximum":[78],"by":[81],"combining":[82],"thermal-aware":[83,97],"dynamic":[85],"voltage":[86],"frequency":[88,119],"scaling":[89],"(DVFS)":[90],"techniques.":[91],"This":[92],"paper":[93],"proposes:":[94],"(a)":[95],"a":[96,114,136],"power-aware":[99],"hybrid":[100],"model":[103,121],"synchronously":[104],"computing,":[107,176],"cooling,":[108],"migration":[110],"consumption;":[112],"(b)":[113],"tensor-based":[115],"task":[116],"assignment":[120],"for":[122],"representing":[123],"relationship":[125],"among":[126],"different":[127],"tasks,":[128],"nodes,":[129],"time":[130],"slots,":[131],"frequencies;":[133],"(c)":[135],"Task":[139],"Scheduling":[140],"algorithm":[141,166],"based":[142],"on":[143],"Thermal-aware":[144],"DVFS-enabled":[146],"techniques":[147],"(TSTD)":[148],"minimize":[150],"total":[152,190],"centers.":[157],"The":[158],"experimental":[159],"results":[160],"demonstrate":[161],"that":[162],"proposed":[164],"TSTD":[165],"significantly":[167],"outperforms":[168],"state-of-the-art":[170],"algorithms":[173],"from":[174],"total,":[175],"cooling":[178,185],"perspectives,":[181],"as":[182,184],"well":[183],"proportion":[188],"savings.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
