{"id":"https://openalex.org/W2768593484","doi":"https://doi.org/10.1109/indin.2017.8104760","title":"A decrease-and-conquer genetic algorithm for energy efficient virtual machine placement in data centers","display_name":"A decrease-and-conquer genetic algorithm for energy efficient virtual machine placement in data centers","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2768593484","doi":"https://doi.org/10.1109/indin.2017.8104760","mag":"2768593484"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2017.8104760","pdf_url":null,"source":{"id":"https://openalex.org/S4363608444","display_name":"2022 IEEE 20th International Conference on Industrial Informatics (INDIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5088405755","display_name":"Chanipa Sonklin","orcid":"https://orcid.org/0000-0002-8512-3418"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"funder","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chanipa Sonklin","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031303591","display_name":"Maolin Tang","orcid":"https://orcid.org/0000-0002-2416-4101"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"funder","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Maolin Tang","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060251784","display_name":"Yu\u2010Chu Tian","orcid":"https://orcid.org/0000-0002-8709-5625"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"funder","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yu-Chu Tian","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.318,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":20,"citation_normalized_percentile":{"value":0.999978,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":91},"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"140"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9999,"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":0.9999,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9985,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9977,"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/consolidation","display_name":"Consolidation","score":0.6232799}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8315268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78565323},{"id":"https://openalex.org/C71559656","wikidata":"https://www.wikidata.org/wiki/Q671298","display_name":"Divide and conquer algorithms","level":2,"score":0.65500593},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.62468153},{"id":"https://openalex.org/C2776014549","wikidata":"https://www.wikidata.org/wiki/Q3050847","display_name":"Consolidation (business)","level":2,"score":0.6232799},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5665879},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.55394197},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.47136962},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42477733},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3869184},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25769448},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20867392},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07206625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.068954974},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","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},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2017.8104760","pdf_url":null,"source":{"id":"https://openalex.org/S4363608444","display_name":"2022 IEEE 20th International Conference on Industrial Informatics (INDIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.91,"id":"https://metadata.un.org/sdg/7"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":11,"referenced_works":["https://openalex.org/W1602504215","https://openalex.org/W1659842140","https://openalex.org/W2047094503","https://openalex.org/W2062059020","https://openalex.org/W2065266028","https://openalex.org/W2082699921","https://openalex.org/W2108793665","https://openalex.org/W2167514501","https://openalex.org/W2317386139","https://openalex.org/W2541557612","https://openalex.org/W4819873"],"related_works":["https://openalex.org/W4247094814","https://openalex.org/W2893967483","https://openalex.org/W2612791064","https://openalex.org/W2558538437","https://openalex.org/W2357605019","https://openalex.org/W2352794675","https://openalex.org/W2167514501","https://openalex.org/W2051228988","https://openalex.org/W1539994214","https://openalex.org/W108531593"],"abstract_inverted_index":{"The":[0,27,139],"dramatically":[1],"increasing":[2],"energy":[3,43],"consumption":[4],"of":[5,14,30,64,97,129,137],"data":[6],"centers":[7],"is":[8,23,33,69,141],"an":[9,78],"important":[10],"issue":[11,22],"and":[12,48,62,94,124,147,161,188,199],"one":[13,63],"the":[15,21,65,84,91,95,121,127,135,148,155,162,167,176,180,196,201,210],"most":[16,66,149],"efficient":[17,44,55,67],"ways":[18],"to":[19,34,40,70,76,83,119,125,175],"tackle":[20],"through":[24],"server":[25,31,56,85,102,156],"consolidation.":[26],"basic":[28],"idea":[29],"consolidation":[32,57,86,157],"move":[35],"all":[36,195],"virtual":[37],"machines":[38],"(VMs)":[39],"as":[41,46],"few":[42],"servers":[45],"possible,":[47],"then":[49],"switch":[50],"off":[51],"unused":[52],"servers.":[53],"Many":[54],"approaches":[58,68],"have":[59],"been":[60],"proposed":[61],"use":[71],"a":[72,107,116,144,171,205],"Genetic":[73,110],"Algorithm":[74,111],"(GA)":[75],"find":[77,170],"optimal":[79],"or":[80],"near-optimal":[81],"solution":[82,172,177,208],"problem.":[87],"Aiming":[88],"at":[89],"reducing":[90],"computation":[92,186],"time":[93,187],"number":[96,128],"VM":[98,130,192],"migrations":[99,131,193],"incurred":[100],"by":[101,159,179],"consolidation,":[103],"this":[104],"paper":[105],"proposes":[106],"Decrease-":[108],"and-Conquer":[109],"(DCGA).":[112],"This":[113],"DCGA":[114,140,168,202],"adopts":[115],"decrease-and-conquer":[117],"strategy":[118],"decrease":[120,126],"problem":[122,158],"size":[123],"without":[132],"significantly":[133],"compromising":[134],"quality":[136],"solutions.":[138],"compared":[142],"with":[143,183],"classical":[145,181],"GA":[146,182],"popular":[150],"approach,":[151],"namely":[152],"FFD,":[153],"for":[154,194],"experiments":[160],"experimental":[163],"results":[164],"show":[165],"that":[166,200],"can":[169,203],"very":[173],"close":[174],"generated":[178],"much":[184,190,206],"shorter":[185],"incur":[189],"less":[191],"test":[197],"problems,":[198],"generate":[204],"better":[207],"than":[209],"FFD.":[211]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2768593484","counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-04-16T03:35:55.579164","created_date":"2017-12-04"}