{"id":"https://openalex.org/W2089462840","doi":"https://doi.org/10.1145/1375527.1375556","title":"Autonomous learning for efficient resource utilization of dynamic VM migration","display_name":"Autonomous learning for efficient resource utilization of dynamic VM migration","publication_year":2008,"publication_date":"2008-06-07","ids":{"openalex":"https://openalex.org/W2089462840","doi":"https://doi.org/10.1145/1375527.1375556","mag":"2089462840"},"language":"en","primary_location":{"id":"doi:10.1145/1375527.1375556","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1375527.1375556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd annual international conference on Supercomputing","raw_type":"proceedings-article"},"type":"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/A5011945360","display_name":"Hyung Won Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hyung Won Choi","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA",", New Jersey Institute of Technology, Newark, NJ, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":", New Jersey Institute of Technology, Newark, NJ, USA#TAB#","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112647361","display_name":"Hukeun Kwak","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hukeun Kwak","raw_affiliation_strings":["Soongsil University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, South Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004476594","display_name":"Andrew Sohn","orcid":"https://orcid.org/0000-0002-1442-3763"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Sohn","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA",", New Jersey Institute of Technology, Newark, NJ, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":", New Jersey Institute of Technology, Newark, NJ, USA#TAB#","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102406264","display_name":"Kyusik Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyusik Chung","raw_affiliation_strings":["Soongsil University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, South Korea","institution_ids":["https://openalex.org/I141371507"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011945360"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":null,"apc_paid":null,"fwci":6.1235,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.96068091,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"194"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9983999729156494,"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":0.9979000091552734,"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","display_name":"Virtual machine","score":0.7968974113464355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7894108295440674},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5775577425956726},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.4971916973590851},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4826372265815735},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4683370590209961},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46538084745407104},{"id":"https://openalex.org/keywords/computer-cluster","display_name":"Computer cluster","score":0.446916401386261},{"id":"https://openalex.org/keywords/live-migration","display_name":"Live migration","score":0.4406391978263855},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4343085289001465},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.18820956349372864},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15990903973579407},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1506047248840332},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1002400815486908}],"concepts":[{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.7968974113464355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7894108295440674},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5775577425956726},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.4971916973590851},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4826372265815735},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4683370590209961},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46538084745407104},{"id":"https://openalex.org/C29140674","wikidata":"https://www.wikidata.org/wiki/Q206637","display_name":"Computer cluster","level":2,"score":0.446916401386261},{"id":"https://openalex.org/C2778710394","wikidata":"https://www.wikidata.org/wiki/Q4179813","display_name":"Live migration","level":4,"score":0.4406391978263855},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4343085289001465},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.18820956349372864},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15990903973579407},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1506047248840332},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1002400815486908},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1375527.1375556","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1375527.1375556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd annual international conference on Supercomputing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.298.1666","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.298.1666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.neu.edu/~ningfang/SimPaper/p185-choi.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W87881004","https://openalex.org/W135750602","https://openalex.org/W169822443","https://openalex.org/W206379916","https://openalex.org/W1480157704","https://openalex.org/W1686420892","https://openalex.org/W1813040609","https://openalex.org/W1844590493","https://openalex.org/W1997269120","https://openalex.org/W2026432111","https://openalex.org/W2035207495","https://openalex.org/W2088837715","https://openalex.org/W2094224023","https://openalex.org/W2096611465","https://openalex.org/W2116115793","https://openalex.org/W2125895608","https://openalex.org/W2131726714","https://openalex.org/W2145021036","https://openalex.org/W4244704438","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1549982987","https://openalex.org/W1907588937","https://openalex.org/W2793500743","https://openalex.org/W2159337754","https://openalex.org/W3046505149","https://openalex.org/W1647981072","https://openalex.org/W4289372163","https://openalex.org/W2036557174","https://openalex.org/W4248174414","https://openalex.org/W2948997864"],"abstract_inverted_index":{"Dynamic":[0],"migration":[1,52,64,130],"of":[2,8,26,121,133,136,146,155,160,197],"virtual":[3,41,166],"machines":[4,10,158],"on":[5,163],"a":[6,27,32,54,98,153],"cluster":[7,154],"physical":[9,28,49,57,75,157],"is":[11,30,37,43,65,117],"designed":[12],"to":[13,53,60,66,69,73,114,180],"maximize":[14],"resource":[15,202],"utilization":[16,25],"by":[17],"balancing":[18],"loads":[19],"across":[20],"the":[21,24,35,47,90,118,181],"cluster.":[22],"When":[23],"machine":[29,36,42,50],"beyond":[31],"fixed":[33],"threshold,":[34],"deemed":[38],"overloaded.":[39],"A":[40],"then":[44],"selected":[45],"within":[46],"overloaded":[48],"for":[51,109,184,200],"lightly":[55],"loaded":[56],"machine.":[58],"Key":[59],"such":[61,190],"threshold-based":[62],"VM":[63,72,198],"determine":[67],"when":[68],"move":[70],"which":[71,161],"what":[74],"machine,":[76],"since":[77],"wrong":[78],"or":[79],"inadequate":[80],"decisions":[81],"can":[82],"cause":[83],"unnecessary":[84],"migrations":[85,122,199],"that":[86,101,144,173,189],"would":[87],"adversely":[88],"affect":[89],"overall":[91],"performance.":[92],"We":[93,138,168],"present":[94],"in":[95,131],"this":[96],"paper":[97],"learning":[99],"framework":[100],"autonomously":[102,176],"finds":[103,177],"and":[104,123,127,152,188],"adjusts":[105],"thresholds":[106,178,192],"at":[107],"runtime":[108],"different":[110,185],"computing":[111,186],"requirements.":[112],"Central":[113],"our":[115,174],"approach":[116,175],"previous":[119],"history":[120],"their":[124],"effects":[125],"before":[126],"after":[128],"each":[129,159],"terms":[132],"standard":[134],"deviation":[135],"utilization.":[137,203],"set":[139],"up":[140],"an":[141,194],"experimental":[142,171],"environment":[143],"consists":[145],"extensive":[147],"real":[148],"world":[149],"benchmarking":[150],"problems":[151],"16":[156],"has":[162],"average":[164],"eight":[165],"machines.":[167],"demonstrate":[169],"through":[170],"results":[172],"close":[179],"optimal":[182,195],"ones":[183],"scenarios":[187],"varying":[191],"yield":[193],"number":[196],"maximizing":[201]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}