{"id":"https://openalex.org/W2825857779","doi":"https://doi.org/10.1504/ijcnds.2018.10014504","title":"K-mMA VM selection in dynamic VM consolidation for improving energy efficiency at cloud data centre","display_name":"K-mMA VM selection in dynamic VM consolidation for improving energy efficiency at cloud data centre","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2825857779","doi":"https://doi.org/10.1504/ijcnds.2018.10014504","mag":"2825857779"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcnds.2018.10014504","pdf_url":null,"source":{"id":"https://openalex.org/S156554173","display_name":"International Journal of Communication Networks and Distributed Systems","issn_l":"1754-3916","issn":["1754-3916","1754-3924"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5072284220","display_name":"Khabib Mustofa","orcid":"https://orcid.org/0000-0002-8659-8677"},"institutions":[{"id":"https://openalex.org/I165230279","display_name":"Universitas Gadjah Mada","ror":"https://ror.org/03ke6d638","country_code":"ID","type":"funder","lineage":["https://openalex.org/I165230279"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Khabib Mustofa","raw_affiliation_strings":["Faculty of Math and Natural Science, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Math and Natural Science, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia","institution_ids":["https://openalex.org/I165230279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112607660","display_name":"Azhari Azhari","orcid":null},"institutions":[{"id":"https://openalex.org/I165230279","display_name":"Universitas Gadjah Mada","ror":"https://ror.org/03ke6d638","country_code":"ID","type":"funder","lineage":["https://openalex.org/I165230279"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Azhari Azhari","raw_affiliation_strings":["Faculty of Math and Natural Science, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Math and Natural Science, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia","institution_ids":["https://openalex.org/I165230279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003240225","display_name":"Guruh Fajar Shidik","orcid":"https://orcid.org/0000-0001-5314-6829"},"institutions":[{"id":"https://openalex.org/I4210127958","display_name":"Universitas Dian Nuswantoro","ror":"https://ror.org/02csxcg02","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210127958"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Guruh Fajar Shidik","raw_affiliation_strings":["Faculty of Computer Science, Universitas Dian Nuswantoro, Semarang 50131, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Dian Nuswantoro, Semarang 50131, Indonesia","institution_ids":["https://openalex.org/I4210127958"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":62},"biblio":{"volume":"21","issue":"2","first_page":"202","last_page":"202"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998,"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":0.9998,"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":0.9986,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9914,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloudsim","display_name":"CloudSim","score":0.8188531},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.44954014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8345127},{"id":"https://openalex.org/C2779907789","wikidata":"https://www.wikidata.org/wiki/Q22095616","display_name":"CloudSim","level":3,"score":0.8188531},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7505901},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.63424647},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.60118526},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.48167217},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.44954014},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.43037647},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.41865236},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.33366138},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2661395},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.163374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.064818114},{"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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcnds.2018.10014504","pdf_url":null,"source":{"id":"https://openalex.org/S156554173","display_name":"International Journal of Communication Networks and Distributed Systems","issn_l":"1754-3916","issn":["1754-3916","1754-3924"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":42,"referenced_works":["https://openalex.org/W1490914186","https://openalex.org/W1511574952","https://openalex.org/W1673075472","https://openalex.org/W1803566951","https://openalex.org/W1966979133","https://openalex.org/W1969508762","https://openalex.org/W1977473318","https://openalex.org/W1998876997","https://openalex.org/W2001641920","https://openalex.org/W2003513181","https://openalex.org/W2003604090","https://openalex.org/W2011430131","https://openalex.org/W2011990033","https://openalex.org/W2018436041","https://openalex.org/W2045287414","https://openalex.org/W2060378884","https://openalex.org/W2085150120","https://openalex.org/W2099197225","https://openalex.org/W2110374615","https://openalex.org/W2110687856","https://openalex.org/W2141576965","https://openalex.org/W2146762855","https://openalex.org/W2148459868","https://openalex.org/W2149027035","https://openalex.org/W2149212714","https://openalex.org/W2153436632","https://openalex.org/W2153724919","https://openalex.org/W2153807213","https://openalex.org/W2158459299","https://openalex.org/W2158468884","https://openalex.org/W2160680340","https://openalex.org/W2219413783","https://openalex.org/W2319095261","https://openalex.org/W2320355945","https://openalex.org/W2333089501","https://openalex.org/W2479586564","https://openalex.org/W2524592986","https://openalex.org/W2529832877","https://openalex.org/W2538603934","https://openalex.org/W2550058109","https://openalex.org/W2555781921","https://openalex.org/W3146968183"],"related_works":["https://openalex.org/W4293080056","https://openalex.org/W4286215631","https://openalex.org/W4230391450","https://openalex.org/W4200567070","https://openalex.org/W3021337555","https://openalex.org/W3006629403","https://openalex.org/W2789059534","https://openalex.org/W2766722054","https://openalex.org/W2542459121","https://openalex.org/W2186607480"],"abstract_inverted_index":{"Dynamic":[0],"virtual":[1],"machine":[2,61],"(VM)":[3],"consolidation":[4,29],"is":[5,47],"an":[6],"alternative":[7],"solution":[8],"for":[9],"managing":[10],"and":[11,35,62,79,89,112,126,145,168],"optimising":[12,159],"energy":[13,98,124,153],"efficiency":[14,125,152],"in":[15,26,74,94,154],"a":[16],"cloud":[17,132,155],"data":[18,133,156],"centre.":[19],"This":[20],"research":[21,96],"proposed":[22,148],"VM":[23,28,45,68,86,160],"selection":[24,46,69,161],"method":[25,70,139],"dynamic":[27],"based":[30],"on":[31],"K-means":[32],"clustering":[33],"technique":[34],"computational":[36],"model":[37],"Markov":[38],"normal":[39],"algorithm":[40],"(K-mMA).":[41],"The":[42,67,91],"objective":[43],"of":[44,85,128],"to":[48,63,164],"select":[49],"proper":[50],"VM,":[51],"which":[52],"should":[53],"be":[54],"migrated":[55],"away":[56],"from":[57],"the":[58,147],"overloaded":[59],"physical":[60],"avoid":[64],"oversubscribe":[65],"host.":[66],"has":[71,118],"been":[72],"tested":[73],"simulation":[75],"condition":[76],"using":[77],"CloudSim":[78],"PlanetLabs":[80],"datasets":[81],"with":[82,137],"various":[83],"conditions":[84],"instances":[87],"(homogeneous":[88],"heterogeneous).":[90],"performance":[92,107],"metrics":[93],"this":[95],"are":[97],"consumption":[99],"(EC),":[100],"SLA":[101,113],"time":[102],"per":[103],"active":[104],"host":[105],"(SLATAH),":[106],"degradation":[108],"due":[109],"migration":[110],"(PDM)":[111],"violation":[114],"(SLAV).":[115],"Results":[116],"experiment":[117],"shown":[119],"that":[120],"K-mMA":[121,149],"could":[122,150],"improve":[123,151],"quality":[127],"service":[129],"(QOS)":[130],"at":[131],"centre":[134,157],"significantly.":[135],"Compared":[136],"existing":[138],"such":[140],"as":[141],"CFS,":[142],"MMT,":[143],"RC,":[144],"MC":[146],"by":[158],"problem":[162],"up":[163],"3.9%,":[165],"6.8%,":[166],"5.5%,":[167],"5.3%":[169],"respectively.":[170]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2825857779","counts_by_year":[],"updated_date":"2025-01-26T12:11:32.220387","created_date":"2018-07-19"}