{"id":"https://openalex.org/W3205932011","doi":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","title":"MULTI-OBJECTIVE OPTIMIZATION OF VIRTUAL MACHINE PLACEMENT ON PHYSICAL SERVERS IN CLOUD DATA CENTERS","display_name":"MULTI-OBJECTIVE OPTIMIZATION OF VIRTUAL MACHINE PLACEMENT ON PHYSICAL SERVERS IN CLOUD DATA CENTERS","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3205932011","doi":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","mag":"3205932011"},"language":"en","primary_location":{"id":"doi:10.36724/2072-8735-2021-15-1-28-34","doi":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","is_oa":true,"landing_page_url":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","pdf_url":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","source":{"id":"https://openalex.org/S4306531618","display_name":"T-Comm - \u0422\u0435\u043b\u0435\u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u0438 \u0438 \u0422\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442","issn_l":"2072-8735","issn":["2072-8735","2072-8743"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"T-Comm","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W3205932011"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"MTUCI","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110898","display_name":"Moscow Technical University of Communication and Informatics","ror":"https://ror.org/015zw2f19","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210110898"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"MTUCI","raw_affiliation_strings":["MTUCI, Moscow, Russia,","Moscow, Russia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MTUCI, Moscow, Russia,","institution_ids":["https://openalex.org/I4210110898"]},{"raw_affiliation_string":"Moscow, Russia,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084022511","display_name":"Andrew V. Toutov","orcid":"https://orcid.org/0009-0002-0941-6937","observed_orcids":["https://orcid.org/0009-0002-0941-6937"]},"institutions":[{"id":"https://openalex.org/I4210110898","display_name":"Moscow Technical University of Communication and Informatics","ror":"https://ror.org/015zw2f19","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210110898"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrew V. Toutov","raw_affiliation_strings":["Moscow , Russia","Natalia V. Toutova , MTUCI , Moscow , Russia,","MTUCI, Moscow, Russia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moscow , Russia","institution_ids":[]},{"raw_affiliation_string":"Natalia V. Toutova , MTUCI , Moscow , Russia,","institution_ids":["https://openalex.org/I4210110898"]},{"raw_affiliation_string":"MTUCI, Moscow, Russia,","institution_ids":["https://openalex.org/I4210110898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007757313","display_name":"Natalia V. Toutova","orcid":"https://orcid.org/0000-0002-2851-8472","observed_orcids":["https://orcid.org/0000-0002-2851-8472"]},"institutions":[{"id":"https://openalex.org/I4210110898","display_name":"Moscow Technical University of Communication and Informatics","ror":"https://ror.org/015zw2f19","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210110898"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Natalia V. Toutova","raw_affiliation_strings":["MTUCI, Moscow, Russia,","Moscow, Russia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MTUCI, Moscow, Russia,","institution_ids":["https://openalex.org/I4210110898"]},{"raw_affiliation_string":"Moscow, Russia,","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"MTUCI","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210110898","display_name":"Moscow Technical University of Communication and Informatics","ror":"https://ror.org/015zw2f19","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210110898"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"MTUCI","raw_affiliation_strings":["MTUCI, Moscow, Russia,","Moscow, Russia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MTUCI, Moscow, Russia,","institution_ids":["https://openalex.org/I4210110898"]},{"raw_affiliation_string":"Moscow, Russia,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002373626","display_name":"\u0412\u043e\u0440\u043e\u0436\u0446\u043e\u0432 \u0410\u043d\u0430\u0442\u043e\u043b\u0438\u0439 \u0421\u0435\u0440\u0433\u0435\u0435\u0432\u0438\u0447","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anatoly S. Vorozhtsov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"MTUCI","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MTUCI","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058231896","display_name":"I. A. Andreev","orcid":"https://orcid.org/0009-0007-3617-3439","observed_orcids":["https://orcid.org/0009-0007-3617-3439","https://orcid.org/0009-0000-8988-3097"]},"institutions":[{"id":"https://openalex.org/I4210110898","display_name":"Moscow Technical University of Communication and Informatics","ror":"https://ror.org/015zw2f19","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210110898"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Iliya A. Andreev","raw_affiliation_strings":["Anatoly S. Vorozhtsov , MTUCI , Moscow , Russia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anatoly S. Vorozhtsov , MTUCI , Moscow , Russia,","institution_ids":["https://openalex.org/I4210110898"]}]},{"author_position":"last","author":{"id":null,"display_name":"MTUCI","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MTUCI","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6379,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72035875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"15","issue":"1","first_page":"28","last_page":"34"},"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/T14098","display_name":"Energy Efficiency in Computing","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.0,"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/virtual-machine-placement","display_name":"virtual machine placement","score":1.0},{"id":"https://openalex.org/keywords/cloud-data-centers","display_name":"cloud data centers","score":0.7670000195503235},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.8510000109672546},{"id":"https://openalex.org/keywords/live-virtual-machine-migration","display_name":"virtual machine live migration","score":0.8059999942779541},{"id":"https://openalex.org/keywords/assignment-problem","display_name":"assignment problem","score":0.7889999747276306},{"id":"https://openalex.org/keywords/sla-violation","display_name":"SLA violation","score":0.6899999976158142},{"id":"https://openalex.org/keywords/resource-management","display_name":"resource management","score":0.6209999918937683},{"id":"https://openalex.org/keywords/real-time-resource-allocation","display_name":"real-time resource allocation","score":0.5989999771118164}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7986810207366943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7492850422859192},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.7455008029937744},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7437653541564941},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6137493848800659},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5307153463363647},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4800363779067993},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41729259490966797},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32401353120803833},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22052320837974548},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18174690008163452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13287842273712158},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09907391667366028}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.36724/2072-8735-2021-15-1-28-34","doi":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","is_oa":true,"landing_page_url":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","pdf_url":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","source":{"id":"https://openalex.org/S4306531618","display_name":"T-Comm - \u0422\u0435\u043b\u0435\u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u0438 \u0438 \u0422\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442","issn_l":"2072-8735","issn":["2072-8735","2072-8743"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"T-Comm","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.36724/2072-8735-2021-15-1-28-34","doi":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","is_oa":true,"landing_page_url":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","pdf_url":"https://doi.org/10.36724/2072-8735-2021-15-1-28-34","source":{"id":"https://openalex.org/S4306531618","display_name":"T-Comm - \u0422\u0435\u043b\u0435\u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u0438 \u0438 \u0422\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442","issn_l":"2072-8735","issn":["2072-8735","2072-8743"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"T-Comm","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3205932011.pdf","grobid_xml":"https://content.openalex.org/works/W3205932011.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W4819873","https://openalex.org/W125869453","https://openalex.org/W1560615498","https://openalex.org/W2078248361","https://openalex.org/W2148459868","https://openalex.org/W2254018946","https://openalex.org/W2317522912","https://openalex.org/W2340392859","https://openalex.org/W2484703029","https://openalex.org/W2541557612","https://openalex.org/W2900911278","https://openalex.org/W2908520091","https://openalex.org/W2912426918","https://openalex.org/W3004383208"],"related_works":["https://openalex.org/W3131501435","https://openalex.org/W4200308328","https://openalex.org/W1564363730","https://openalex.org/W324503678","https://openalex.org/W1979006443","https://openalex.org/W2017024069","https://openalex.org/W1966828070","https://openalex.org/W3043421740","https://openalex.org/W7143532401","https://openalex.org/W3003046270"],"abstract_inverted_index":{"The":[0,15,198],"problem":[1,114,125,140,145,151,204],"of":[2,24,34,62,98,105,111,128,135,152,180,187,190,195,202,208,218],"virtual":[3,83,92,154,193,219],"machine":[4,220],"placement":[5],"on":[6,38,52,95],"physical":[7,36,191],"servers":[8,37,79],"in":[9,126,159,167,184,214],"cloud":[10,182],"data":[11,196],"centers":[12],"is":[13,66,88,115,118],"considered.":[14],"resource":[16],"management":[17],"system":[18],"has":[19],"a":[20,142],"two-level":[21],"architecture":[22],"consisting":[23],"global":[25,73],"and":[26,43,48,103,132,162,192,205],"local":[27,69],"controllers.":[28],"Local":[29],"controllers":[30],"analyze":[31],"the":[32,35,53,56,63,68,72,77,82,96,112,121,133,138,150,178,185,203,206,215],"state":[33],"which":[39,75,117,172],"they":[40],"are":[41],"located":[42],"determine":[44],"possible":[45,175],"underloading,":[46],"overloading,":[47],"overheating":[49],"states":[50,65],"based":[51,94],"forecast":[54],"for":[55],"next":[57],"observation":[58],"window.":[59],"If":[60],"one":[61],"listed":[64],"detected,":[67],"controller":[70],"notifies":[71],"controller,":[74],"selects":[76],"destination":[78],"to":[80,90,120,141,148,176],"host":[81],"machines":[84,93,155],"via":[85],"migration.":[86,222],"It":[87],"proposed":[89],"place":[91],"criteria":[97,158],"minimum":[99],"remaining":[100],"unused":[101],"resources":[102,194],"violation":[104],"SLA":[106],"agreements.":[107],"A":[108],"mathematical":[109,200,216],"formulation":[110,201],"optimization":[113],"given,":[116],"equivalent":[119],"known":[122],"main":[123],"assignment":[124,139],"terms":[127],"structure,":[129],"necessary":[130],"conditions,":[131],"nature":[134],"variables.":[136],"Reducing":[137],"closed":[143],"transport":[144],"allowed":[146],"us":[147],"solve":[149],"hosting":[153],"under":[156],"many":[157],"real":[160],"time":[161],"significantly":[163],"increase":[164],"its":[165],"dimension":[166],"comparison":[168],"with":[169],"heuristic":[170],"algorithms,":[171],"makes":[173],"it":[174],"maintain":[177],"quality":[179],"modern":[181],"services":[183],"conditions":[186],"rapid":[188],"growth":[189],"centers.":[197],"developed":[199],"results":[207],"computational":[209],"experiments":[210],"can":[211],"be":[212],"included":[213],"software":[217],"live":[221]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2021-10-25T00:00:00"}
