{"id":"https://openalex.org/W2154597567","doi":"https://doi.org/10.1109/access.2015.2430276","title":"A Tree Regression-Based Approach for VM Power Metering","display_name":"A Tree Regression-Based Approach for VM Power Metering","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2154597567","doi":"https://doi.org/10.1109/access.2015.2430276","mag":"2154597567"},"language":"en","primary_location":{"id":"doi:10.1109/access.2015.2430276","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2430276","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07102991.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07102991.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103228633","display_name":"Chonglin Gu","orcid":"https://orcid.org/0000-0002-9656-6265"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chonglin Gu","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081700987","display_name":"Pengzhou Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengzhou Shi","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100872798","display_name":"Shuai Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Shi","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006819425","display_name":"Hejiao Huang","orcid":"https://orcid.org/0000-0002-2030-957X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hejiao Huang","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013643572","display_name":"Xiaohua Jia","orcid":"https://orcid.org/0000-0001-8702-8302"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Jia","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.2505,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93050512,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"610","last_page":"621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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":0.9983000159263611,"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/T11478","display_name":"Caching and Content Delivery","score":0.9980999827384949,"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":0.8500503301620483},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7529104948043823},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5973434448242188},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5797245502471924},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.5268113613128662},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.48125311732292175},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.4806053340435028},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45732250809669495},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4514736533164978},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.43819722533226013},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41543978452682495},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3837100863456726},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38007718324661255},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.35573816299438477},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3120182156562805},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.2617120146751404},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1991634964942932}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8500503301620483},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7529104948043823},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5973434448242188},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5797245502471924},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.5268113613128662},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.48125311732292175},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.4806053340435028},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45732250809669495},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4514736533164978},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.43819722533226013},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41543978452682495},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3837100863456726},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38007718324661255},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.35573816299438477},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3120182156562805},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.2617120146751404},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1991634964942932},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2015.2430276","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2430276","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07102991.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7787fc4b681245a69a06429c704b5b60","is_oa":true,"landing_page_url":"https://doaj.org/article/7787fc4b681245a69a06429c704b5b60","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 3, Pp 610-621 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2015.2430276","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2430276","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07102991.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3685192676","display_name":null,"funder_award_id":"ZDSY20120613125016389","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G901979215","display_name":"\u9762\u5411\u7269\u6d41\u884c\u4e1a\u7684\u8f66\u8f86\u8def\u5f84\u95ee\u9898\u7814\u7a76\u4e0e\u7cfb\u7edf\u5b9e\u73b0","funder_award_id":"11371004","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2154597567.pdf","grobid_xml":"https://content.openalex.org/works/W2154597567.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1468576370","https://openalex.org/W1565028641","https://openalex.org/W1779450743","https://openalex.org/W1842406863","https://openalex.org/W1884151001","https://openalex.org/W1971925358","https://openalex.org/W1974481866","https://openalex.org/W1982659654","https://openalex.org/W1983919007","https://openalex.org/W2002733846","https://openalex.org/W2013944848","https://openalex.org/W2014070197","https://openalex.org/W2016023958","https://openalex.org/W2031317719","https://openalex.org/W2033770008","https://openalex.org/W2038101378","https://openalex.org/W2053410603","https://openalex.org/W2058068773","https://openalex.org/W2067819155","https://openalex.org/W2074421143","https://openalex.org/W2075850697","https://openalex.org/W2078453919","https://openalex.org/W2081797456","https://openalex.org/W2105347620","https://openalex.org/W2109546606","https://openalex.org/W2114296561","https://openalex.org/W2137240558","https://openalex.org/W2160655991","https://openalex.org/W2166716750","https://openalex.org/W2183315828","https://openalex.org/W2336037696","https://openalex.org/W4235193084","https://openalex.org/W4285719527","https://openalex.org/W6628746399","https://openalex.org/W6637933274","https://openalex.org/W6638953996","https://openalex.org/W6650865691","https://openalex.org/W6658146322","https://openalex.org/W6685772313"],"related_works":["https://openalex.org/W2152099439","https://openalex.org/W1984163603","https://openalex.org/W3130422087","https://openalex.org/W3004195166","https://openalex.org/W2126310295","https://openalex.org/W1563139915","https://openalex.org/W4288413100","https://openalex.org/W2885669284","https://openalex.org/W2077172685","https://openalex.org/W2905434961"],"abstract_inverted_index":{"Cloud":[0],"computing":[1],"is":[2,27,55,72,112,169,182],"developing":[3],"so":[4],"fast":[5],"that":[6,75,113,156,175],"more":[7,9,39],"and":[8,127,167],"data":[10,68,163],"centers":[11],"have":[12,87],"been":[13,88],"built":[14],"every":[15],"year.":[16],"This":[17],"naturally":[18],"leads":[19],"to":[20,57,138],"high-power":[21],"consumption.":[22],"Virtual":[23],"machine":[24],"(VM)":[25],"consolidation":[26],"the":[28,47,59,79,104,109,114,141,147,157,162,176],"most":[29],"popular":[30],"solution":[31],"based":[32],"on":[33,103,146],"resource":[34,115],"utilization.":[35],"In":[36,129],"fact,":[37],"much":[38],"power":[40,48,60,80,142],"can":[41,76],"be":[42],"saved":[43],"if":[44],"we":[45,132],"know":[46],"consumption":[49,61,81,143],"of":[50,62,82,108,144,152,179,188],"each":[51,63,83,122,168],"VM.":[52],"Therefore,":[53],"it":[54],"significant":[56],"measure":[58,78,140],"VM":[64],"for":[65,101,117,185],"green":[66],"cloud":[67],"centers.":[69],"Since":[70],"there":[71],"no":[73],"device":[74],"directly":[77],"VM,":[84],"modeling":[85,118],"methods":[86],"proposed.":[89],"However,":[90],"current":[91],"models":[92],"are":[93,99,119,155],"not":[94],"accurate":[95],"enough":[96],"when":[97],"multi-VMs":[98],"competing":[100],"resources":[102],"same":[105,148],"server.":[106],"One":[107],"main":[110],"reasons":[111],"features":[116],"correlated":[120],"with":[121],"other,":[123],"such":[124],"as":[125],"CPU":[126],"cache.":[128],"this":[130,153],"paper,":[131],"propose":[133],"a":[134],"tree":[135,158],"regression-based":[136],"method":[137,154,181],"accurately":[139],"VMs":[145],"host.":[149],"The":[150],"merits":[151],"structure":[159],"will":[160],"split":[161],"set":[164],"into":[165],"partitions,":[166],"an":[170],"easy-modeling":[171],"subset.":[172],"Experiments":[173],"show":[174],"average":[177],"accuracy":[178],"our":[180],"about":[183],"98%":[184],"different":[186],"types":[187],"applications":[189],"running":[190],"in":[191],"VMs.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
