{"id":"https://openalex.org/W4226169852","doi":"https://doi.org/10.1109/tnet.2022.3155935","title":"Memory/Disk Operation Aware Lightweight VM Live Migration","display_name":"Memory/Disk Operation Aware Lightweight VM Live Migration","publication_year":2022,"publication_date":"2022-03-17","ids":{"openalex":"https://openalex.org/W4226169852","doi":"https://doi.org/10.1109/tnet.2022.3155935"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2022.3155935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2022.3155935","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","raw_type":"journal-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/A5003001715","display_name":"Bin Shi","orcid":"https://orcid.org/0000-0001-8272-9361"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Shi","raw_affiliation_strings":["School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064217355","display_name":"Haiying Shen","orcid":"https://orcid.org/0000-0002-7681-6255"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiying Shen","raw_affiliation_strings":["Department of Computer Science, University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035080566","display_name":"Bo Dong","orcid":"https://orcid.org/0000-0001-7695-9072"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Dong","raw_affiliation_strings":["School of Distance Education, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Distance Education, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041083459","display_name":"Qinghua Zheng","orcid":"https://orcid.org/0000-0002-8436-4754"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Zheng","raw_affiliation_strings":["School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003001715"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":3.9409,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94201484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"1895","last_page":"1910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9987000226974487,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.8278149962425232},{"id":"https://openalex.org/keywords/live-migration","display_name":"Live migration","score":0.7824724912643433},{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.7468776106834412},{"id":"https://openalex.org/keywords/retransmission","display_name":"Retransmission","score":0.7442927360534668},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6328396201133728},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6294058561325073},{"id":"https://openalex.org/keywords/data-migration","display_name":"Data migration","score":0.592057466506958},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5697829723358154},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4910621643066406},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.48535361886024475},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.4479953646659851},{"id":"https://openalex.org/keywords/process-migration","display_name":"Process migration","score":0.43886739015579224},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41711682081222534},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3938673734664917},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.3584223687648773},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3315351605415344},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3142808973789215},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.28008151054382324},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.22536399960517883},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.10261270403862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8278149962425232},{"id":"https://openalex.org/C2778710394","wikidata":"https://www.wikidata.org/wiki/Q4179813","display_name":"Live migration","level":4,"score":0.7824724912643433},{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.7468776106834412},{"id":"https://openalex.org/C180611318","wikidata":"https://www.wikidata.org/wiki/Q7316902","display_name":"Retransmission","level":3,"score":0.7442927360534668},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6328396201133728},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6294058561325073},{"id":"https://openalex.org/C146152329","wikidata":"https://www.wikidata.org/wiki/Q1932543","display_name":"Data migration","level":2,"score":0.592057466506958},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5697829723358154},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4910621643066406},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.48535361886024475},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.4479953646659851},{"id":"https://openalex.org/C36351404","wikidata":"https://www.wikidata.org/wiki/Q7247295","display_name":"Process migration","level":3,"score":0.43886739015579224},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41711682081222534},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3938673734664917},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3584223687648773},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3315351605415344},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3142808973789215},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.28008151054382324},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.22536399960517883},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.10261270403862},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2022.3155935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2022.3155935","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G2758548971","display_name":null,"funder_award_id":"8300751","funder_id":"https://openalex.org/F4320308943","funder_display_name":"Microsoft Research"},{"id":"https://openalex.org/G2873976831","display_name":null,"funder_award_id":"62002282","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4963236844","display_name":null,"funder_award_id":"CCF-1822965","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6415360113","display_name":null,"funder_award_id":"NSF-1827674","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7316724193","display_name":null,"funder_award_id":"2020M683492","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8827423698","display_name":null,"funder_award_id":"NSF-1724845","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1892615785","https://openalex.org/W2035527858","https://openalex.org/W2044678762","https://openalex.org/W2051452441","https://openalex.org/W2061827158","https://openalex.org/W2071341597","https://openalex.org/W2091292091","https://openalex.org/W2095258606","https://openalex.org/W2112731379","https://openalex.org/W2114296561","https://openalex.org/W2118509347","https://openalex.org/W2142892618","https://openalex.org/W2143818983","https://openalex.org/W2161092827","https://openalex.org/W2333015371","https://openalex.org/W2415777139","https://openalex.org/W2582170906","https://openalex.org/W2761582081","https://openalex.org/W2765957771","https://openalex.org/W2791258668","https://openalex.org/W2891879275","https://openalex.org/W2906152891","https://openalex.org/W2919949041","https://openalex.org/W3010622806","https://openalex.org/W3046054871","https://openalex.org/W3091950479","https://openalex.org/W3215808682","https://openalex.org/W4232178091","https://openalex.org/W4241057782","https://openalex.org/W4243059358","https://openalex.org/W4248942838","https://openalex.org/W6601607671","https://openalex.org/W6602735576","https://openalex.org/W6649948755","https://openalex.org/W6676997928","https://openalex.org/W6739037083","https://openalex.org/W6752122265"],"related_works":["https://openalex.org/W1647981072","https://openalex.org/W2550041878","https://openalex.org/W2092791184","https://openalex.org/W1693232849","https://openalex.org/W2529113964","https://openalex.org/W2965202112","https://openalex.org/W2283791677","https://openalex.org/W2905454748","https://openalex.org/W2067165696","https://openalex.org/W2296741630"],"abstract_inverted_index":{"Live":[0,111],"virtual":[1],"machine":[2,197],"migration":[3,68,126,137,171,207,250],"technique":[4],"allows":[5],"migrating":[6],"an":[7,55,184],"entire":[8],"OS":[9],"with":[10,46,115],"running":[11],"applications":[12,59],"from":[13,72],"one":[14],"physical":[15],"host":[16],"to":[17,33,84,200,216],"another,":[18],"while":[19],"keeping":[20],"all":[21],"services":[22],"available":[23],"without":[24],"interruption.":[25],"It":[26,120],"provides":[27],"a":[28,103,211],"flexible":[29],"and":[30,39,53,75,151,173,208,226,234,252],"powerful":[31],"way":[32],"balance":[34],"system":[35,104],"load,":[36],"save":[37],"power,":[38],"tolerate":[40],"faults":[41],"in":[42,79,135],"data":[43,134,174],"centers.":[44],"Meanwhile,":[45],"the":[47,85,92,123,130,136,162,170,178,193,202,205,218,231,273],"stringent":[48],"requirements":[49],"of":[50,58,87,94,132,196,204,248],"latency,":[51],"scalability,":[52],"availability,":[54],"increasing":[56],"number":[57],"are":[60],"deployed":[61],"across":[62,113],"distributed":[63],"data-centers.":[64],"However,":[65],"existing":[66,257],"live":[67],"approaches":[69],"still":[70],"suffer":[71],"long":[73],"downtime":[74,255],"serious":[76],"performance":[77,117,127,203],"degradation":[78],"cross":[80,95,124],"data-center":[81,96,125],"scenes":[82],"due":[83],"mass":[86],"dirty":[88,133],"retransmission,":[89],"which":[90],"limits":[91],"ability":[93],"scheduling.":[97],"In":[98,139],"this":[99],"paper,":[100],"we":[101,141,168,191],"propose":[102,210],"named":[105],"Memory/disk":[106],"operation":[107],"aware":[108],"Lightweight":[109],"VM":[110,206],"Migration":[112],"data-centers":[114],"low":[116],"impact":[118],"(MLLM).":[119],"significantly":[121],"improves":[122],"by":[128,177],"reducing":[129],"amount":[131],"process.":[138],"MLLM,":[140],"predict":[142],"disk":[143],"read":[144,149],"workingset":[145,154,179,188,262],"(i.e.,":[146,155],"more":[147,156,221],"frequently":[148,157],"contents)":[150,159],"memory":[152,267],"write":[153,158],"based":[160],"on":[161,230,270],"access":[163],"sequence":[164,176],"traces.":[165],"And":[166],"then":[167],"adjust":[169],"models":[172],"transfer":[175],"information.":[180],"We":[181,223],"further":[182],"proposed":[183],"improved":[185,228,261],"algorithm":[186,264],"for":[187],"estimation.":[189],"Moreover,":[190],"discussed":[192],"potential":[194],"use":[195],"learning":[198],"(ML)":[199],"enhance":[201],"also":[209],"two-level":[212],"hierarchical":[213],"network":[214],"model":[215],"make":[217],"ML-based":[219],"prediction":[220],"efficient.":[222],"implement":[224],"MLLM":[225,244],"its":[227],"versions":[229],"QEMU/KVM":[232],"platform":[233],"conduct":[235],"several":[236],"experiments.":[237],"The":[238,260],"experimental":[239],"results":[240],"show":[241],"that":[242],"1)":[243],"averagely":[245],"reduces":[246,265],"62.9%":[247],"total":[249],"time":[251,269],"36.0%":[253],"service":[254],"over":[256,272],"methods;":[258],"2)":[259],"estimation":[263],"9.32%":[266],"pre-copy":[268],"average":[271],"original":[274],"algorithm.":[275]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
