{"id":"https://openalex.org/W3088267381","doi":"https://doi.org/10.1145/3406208","title":"A Taxonomy and Survey of Power Models and Power Modeling for Cloud Servers","display_name":"A Taxonomy and Survey of Power Models and Power Modeling for Cloud Servers","publication_year":2020,"publication_date":"2020-09-28","ids":{"openalex":"https://openalex.org/W3088267381","doi":"https://doi.org/10.1145/3406208","mag":"3088267381"},"language":"en","primary_location":{"id":"doi:10.1145/3406208","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406208","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5007440245","display_name":"Weiwei Lin","orcid":"https://orcid.org/0000-0001-6876-1795"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiwei Lin","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043673573","display_name":"Fang Shi","orcid":"https://orcid.org/0000-0003-4263-2981"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Shi","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030234311","display_name":"Wentai Wu","orcid":"https://orcid.org/0000-0001-5851-327X"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wentai Wu","raw_affiliation_strings":["University of Warwick, West Midlands, England"],"affiliations":[{"raw_affiliation_string":"University of Warwick, West Midlands, England","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087894632","display_name":"Keqin Li","orcid":"https://orcid.org/0000-0001-5224-4048"},"institutions":[{"id":"https://openalex.org/I157455823","display_name":"SUNY New Paltz","ror":"https://ror.org/03j3dv688","country_code":"US","type":"education","lineage":["https://openalex.org/I157455823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keqin Li","raw_affiliation_strings":["State University of New York, New Paltz, NY"],"affiliations":[{"raw_affiliation_string":"State University of New York, New Paltz, NY","institution_ids":["https://openalex.org/I157455823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101103901","display_name":"Guangxin Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxin Wu","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026204185","display_name":"Al-Alas Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Al-Alas Mohammed","raw_affiliation_strings":["South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007440245"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":8.9155,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.97839737,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"53","issue":"5","first_page":"1","last_page":"41"},"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":0.9993000030517578,"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/T12238","display_name":"Green IT and Sustainability","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8389318585395813},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7916542291641235},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7383430600166321},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.436718225479126},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.375916987657547},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.325929194688797},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22184914350509644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8389318585395813},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7916542291641235},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7383430600166321},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.436718225479126},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.375916987657547},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.325929194688797},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22184914350509644},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3406208","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406208","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G4082378004","display_name":null,"funder_award_id":"61872084, 61772205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5614334378","display_name":null,"funder_award_id":"202007040002, 201902010040,201907010001","funder_id":"https://openalex.org/F4320334898","funder_display_name":"Guangzhou Science and Technology Program key projects"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334898","display_name":"Guangzhou Science and Technology Program key projects","ror":"https://ror.org/00tjzgn92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W1757796397","https://openalex.org/W1966502128","https://openalex.org/W1971925358","https://openalex.org/W1976284057","https://openalex.org/W1981009342","https://openalex.org/W1989042287","https://openalex.org/W1989061323","https://openalex.org/W1993734353","https://openalex.org/W1995745957","https://openalex.org/W1998344855","https://openalex.org/W2014249840","https://openalex.org/W2014584442","https://openalex.org/W2017751491","https://openalex.org/W2019675177","https://openalex.org/W2028045612","https://openalex.org/W2033770008","https://openalex.org/W2045287414","https://openalex.org/W2045590366","https://openalex.org/W2045891970","https://openalex.org/W2050127041","https://openalex.org/W2053410603","https://openalex.org/W2058068773","https://openalex.org/W2060204338","https://openalex.org/W2063054322","https://openalex.org/W2065088268","https://openalex.org/W2073499905","https://openalex.org/W2077305093","https://openalex.org/W2096661534","https://openalex.org/W2099891946","https://openalex.org/W2113566137","https://openalex.org/W2114623221","https://openalex.org/W2115538900","https://openalex.org/W2120950438","https://openalex.org/W2122571761","https://openalex.org/W2125256745","https://openalex.org/W2139573484","https://openalex.org/W2141527188","https://openalex.org/W2150940779","https://openalex.org/W2154384045","https://openalex.org/W2158664119","https://openalex.org/W2169729064","https://openalex.org/W2172016740","https://openalex.org/W2180132919","https://openalex.org/W2284351912","https://openalex.org/W2335223849","https://openalex.org/W2343193418","https://openalex.org/W2343625647","https://openalex.org/W2394115245","https://openalex.org/W2410743606","https://openalex.org/W2422691685","https://openalex.org/W2526534917","https://openalex.org/W2534305352","https://openalex.org/W2535919346","https://openalex.org/W2548268629","https://openalex.org/W2554724832","https://openalex.org/W2557611475","https://openalex.org/W2560530131","https://openalex.org/W2597068831","https://openalex.org/W2608869639","https://openalex.org/W2611557395","https://openalex.org/W2724243072","https://openalex.org/W2734204574","https://openalex.org/W2750846724","https://openalex.org/W2754863700","https://openalex.org/W2775287056","https://openalex.org/W2775965637","https://openalex.org/W2782968911","https://openalex.org/W2790957308","https://openalex.org/W2797304370","https://openalex.org/W2799650895","https://openalex.org/W2887784419","https://openalex.org/W2887937318","https://openalex.org/W2908780943","https://openalex.org/W2914874661","https://openalex.org/W2937791656","https://openalex.org/W2949495372","https://openalex.org/W2962516658","https://openalex.org/W2963910545","https://openalex.org/W2968534769","https://openalex.org/W2969393125","https://openalex.org/W3024575953","https://openalex.org/W3101698344","https://openalex.org/W3169187296","https://openalex.org/W4206010581","https://openalex.org/W4248241425","https://openalex.org/W4251091605","https://openalex.org/W4299992785","https://openalex.org/W4404343279","https://openalex.org/W6684780887","https://openalex.org/W7019017616"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W4223488648","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2134969820","https://openalex.org/W2105580438","https://openalex.org/W2251605416","https://openalex.org/W1997222214"],"abstract_inverted_index":{"Due":[0],"to":[1,69,83,157],"the":[2,8,29,35,56,62,70,74,85,140,147,180,198,233,237,247],"increasing":[3,265],"demand":[4],"of":[5,13,31,55,73,108,143,186,200,206,240,249],"cloud":[6,14,32,75,92,98,124,268],"resources,":[7],"ever-increasing":[9],"number":[10],"and":[11,58,90,97,119,131,159,161,173,188,194,203,217,227,246,281],"scale":[12],"data":[15,39,115,290],"centers":[16],"make":[17,34],"their":[18,191],"massive":[19],"power":[20,41,114,117,120,145,150,167,215,238,255,261,279],"consumption":[21,168,239],"a":[22,52,105,136,184],"prominent":[23],"issue":[24],"today.":[25],"Evidence":[26],"reveals":[27],"that":[28],"behaviors":[30],"servers":[33,125],"major":[36],"impact":[37],"on":[38,88,139,213,235,277,288],"centers\u2019":[40],"consumption.":[42],"Although":[43],"extensive":[44],"research":[45,229,287],"can":[46,282],"be":[47,283],"found":[48],"in":[49],"this":[50,101,272],"context,":[51],"systematic":[53],"review":[54],"models":[57,151,187,216],"modeling":[59,121,166,218,236,280],"methods":[60,122,142,164,175],"for":[61,123,165,285],"entire":[63],"hierarchy":[64],"(from":[65],"underlying":[66],"hardware":[67,156],"components":[68],"upper-layer":[71],"applications)":[72],"server":[76,93,95,214,254,278],"is":[77,81,263],"still":[78],"missing,":[79],"which":[80],"supposed":[82],"cover":[84],"relevant":[86,109],"studies":[87,110,212],"physical":[89],"virtual":[91,128,242],"instances,":[94],"components,":[96],"applications.":[99],"In":[100],"article,":[102],"we":[103,182,220],"summarize":[104],"broad":[106],"range":[107],"from":[111,155,209,267],"three":[112],"perspectives:":[113],"acquisition,":[116],"models,":[118],"(including":[126],"bare-metal,":[127],"machine":[129,258],"(VM),":[130],"container":[132],"instances).":[133],"We":[134],"present":[135],"comprehensive":[137],"taxonomy":[138],"collection":[141],"server-level":[144],"data,":[146],"existing":[148,201,211],"mainstream":[149],"at":[152],"multiple":[153],"levels":[154],"software":[158],"application,":[160],"commonly":[162],"used":[163],"including":[169],"classical":[170],"regression":[171],"analysis":[172],"emerging":[174],"like":[176,244],"reinforcement":[177],"learning.":[178,259],"Throughout":[179],"work,":[181],"introduce":[183],"variety":[185],"methods,":[189,219],"illustrating":[190],"implementation,":[192],"usability,":[193],"applicability":[195],"while":[196],"discussing":[197],"limitations":[199],"approaches":[202],"possible":[204,228],"ways":[205],"improvement.":[207],"Apart":[208],"reviewing":[210],"further":[221,250,286],"figure":[222],"out":[223],"several":[224],"open":[225],"challenges":[226],"directions,":[230],"such":[231],"as":[232],"study":[234],"lightweight":[241],"units":[243],"unikernel":[245],"necessity":[248],"explorations":[251],"toward":[252],"empowering":[253],"estimation/prediction":[256],"with":[257],"As":[260],"monitoring":[262],"drawing":[264],"attention":[266],"service":[269],"providers":[270],"(CSPs),":[271],"survey":[273],"provides":[274],"useful":[275],"guidelines":[276],"inspiring":[284],"energy-efficient":[289],"centers.":[291]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}