{"id":"https://openalex.org/W4220930137","doi":"https://doi.org/10.1186/s13677-022-00281-x","title":"Look-ahead energy efficient VM allocation approach for data centers","display_name":"Look-ahead energy efficient VM allocation approach for data centers","publication_year":2022,"publication_date":"2022-03-19","ids":{"openalex":"https://openalex.org/W4220930137","doi":"https://doi.org/10.1186/s13677-022-00281-x"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-022-00281-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00281-x","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-022-00281-x","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-022-00281-x","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079499126","display_name":"\u0130lksen \u00c7a\u011flar","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u0130lksen \u00c7a\u011flar","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089363168","display_name":"D. Turgay Alt\u0131lar","orcid":"https://orcid.org/0000-0002-3059-911X"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Deniz Turgay Alt\u0131lar","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":5.0986,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95581407,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"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":0.9986000061035156,"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":0.9948999881744385,"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/cloudsim","display_name":"CloudSim","score":0.8721740245819092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8239895105361938},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7744258046150208},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7680374383926392},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.7470755577087402},{"id":"https://openalex.org/keywords/live-migration","display_name":"Live migration","score":0.730355978012085},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.7276433110237122},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7190309762954712},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7067532539367676},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6844187378883362},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.6504861116409302},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5509046912193298},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5476438403129578},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3575682044029236},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.29786431789398193},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27378877997398376},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21353664994239807}],"concepts":[{"id":"https://openalex.org/C2779907789","wikidata":"https://www.wikidata.org/wiki/Q22095616","display_name":"CloudSim","level":3,"score":0.8721740245819092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8239895105361938},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7744258046150208},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7680374383926392},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.7470755577087402},{"id":"https://openalex.org/C2778710394","wikidata":"https://www.wikidata.org/wiki/Q4179813","display_name":"Live migration","level":4,"score":0.730355978012085},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.7276433110237122},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7190309762954712},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7067532539367676},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6844187378883362},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6504861116409302},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5509046912193298},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5476438403129578},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3575682044029236},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.29786431789398193},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27378877997398376},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21353664994239807},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s13677-022-00281-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00281-x","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-022-00281-x","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e6f58f9160494eaa8f0eb4b1278ffe2d","is_oa":false,"landing_page_url":"https://doaj.org/article/e6f58f9160494eaa8f0eb4b1278ffe2d","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 11, Iss 1, Pp 1-16 (2022)","raw_type":"article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/41583","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/41583","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1186/s13677-022-00281-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-022-00281-x","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-022-00281-x","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220930137.pdf","grobid_xml":"https://content.openalex.org/works/W4220930137.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1120107613","https://openalex.org/W1502077345","https://openalex.org/W1975216592","https://openalex.org/W1981202677","https://openalex.org/W2000268015","https://openalex.org/W2010658059","https://openalex.org/W2021204974","https://openalex.org/W2045287414","https://openalex.org/W2052269857","https://openalex.org/W2074070386","https://openalex.org/W2088723799","https://openalex.org/W2099787804","https://openalex.org/W2140946773","https://openalex.org/W2157147632","https://openalex.org/W2159081109","https://openalex.org/W2288848803","https://openalex.org/W2546373291","https://openalex.org/W2604724652","https://openalex.org/W2609013523","https://openalex.org/W2609943699","https://openalex.org/W2743034119","https://openalex.org/W2758294595","https://openalex.org/W2779699070","https://openalex.org/W2794554715","https://openalex.org/W2796122254","https://openalex.org/W2913923809","https://openalex.org/W2945513217","https://openalex.org/W2989914095","https://openalex.org/W4229980779","https://openalex.org/W4250871441","https://openalex.org/W4251091605","https://openalex.org/W4251498816"],"related_works":["https://openalex.org/W2001641920","https://openalex.org/W2580491031","https://openalex.org/W4382897111","https://openalex.org/W3114501693","https://openalex.org/W1981716234","https://openalex.org/W4220930137","https://openalex.org/W2419403808","https://openalex.org/W3119021869","https://openalex.org/W1480227023","https://openalex.org/W3042210701"],"abstract_inverted_index":{"Abstract":[0],"Energy":[1,11,68,116,127],"efficiency":[2,128],"is":[3,18,43,71,106,165],"an":[4],"important":[5],"issue":[6],"for":[7,87],"reducing":[8],"environmental":[9],"dissipation.":[10],"efficient":[12,69,83],"resource":[13,53,84],"provisioning":[14,70],"in":[15,78,108],"cloud":[16],"environments":[17],"a":[19,122,194],"challenging":[20],"problem":[21],"because":[22],"of":[23,37,95,101,141,147,197],"its":[24],"dynamic":[25,102],"nature":[26],"and":[27,50,65,129,144],"varied":[28],"application":[29],"workload":[30,159,204],"characteristics.":[31],"In":[32],"the":[33,74,93,99,142,151,168,189,207],"literature,":[34],"live":[35],"migration":[36,63,105,177],"virtual":[38],"machines":[39],"(VMs)":[40],"among":[41],"servers":[42,96],"commonly":[44],"proposed":[45,107,112,152,190],"to":[46,51,97,193,199,201],"reduce":[47],"energy":[48],"consumption":[49,195],"optimize":[52],"usage,":[54],"although":[55],"it":[56],"comes":[57],"with":[58,157,167,206],"essential":[59],"drawbacks,":[60],"such":[61],"as":[62],"cost":[64],"performance":[66,130],"degradation.":[67],"addressed":[72],"at":[73],"data":[75,89],"center":[76],"level":[77],"this":[79,109],"research.":[80],"A":[81],"novel":[82],"management":[85],"algorithm":[86,191],"virtualized":[88],"centers":[90],"that":[91,188],"optimizes":[92],"number":[94],"meet":[98],"requirements":[100],"workloads":[103],"without":[104],"paper.":[110],"The":[111,134,184],"approach,":[113],"named":[114],"Look-ahead":[115],"Efficient":[117],"VM":[118,176],"Allocation":[119],"(LAA),":[120],"contains":[121],"Holt":[123],"Winters-based":[124],"prediction":[125],"module.":[126],"are":[131,155],"inversely":[132],"proportional.":[133],"energy-performance":[135],"trade-off":[136],"relies":[137],"on":[138,175],"periodic":[139],"comparisons":[140],"predicted":[143],"active":[145],"numbers":[146],"servers.":[148],"To":[149],"evaluate":[150],"algorithm,":[153],"experiments":[154],"conducted":[156],"real-world":[158],"traces":[160],"from":[161],"Google":[162],"Cluster.":[163],"LAA":[164],"compared":[166,205],"best":[169],"approach":[170],"provided":[171],"by":[172],"CloudSim":[173],"based":[174],"called":[178],"Local":[179],"Regression-Minimum":[180],"Migration":[181],"Time":[182],"(LR-MMT).":[183],"experimental":[185],"results":[186],"show":[187],"leads":[192],"reduction":[196],"up":[198],"45%":[200],"complete":[202],"one":[203],"LR-MMT.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}