{"id":"https://openalex.org/W4296212158","doi":"https://doi.org/10.1109/jsyst.2022.3204748","title":"Automatic Migration-Enabled Dynamic Resource Management for Containerized Workload","display_name":"Automatic Migration-Enabled Dynamic Resource Management for Containerized Workload","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4296212158","doi":"https://doi.org/10.1109/jsyst.2022.3204748"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2022.3204748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3204748","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","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/A5101511675","display_name":"Saad Ahmad Khan","orcid":"https://orcid.org/0000-0003-3910-7932"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Saad Ahmad Khan","raw_affiliation_strings":["Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181","https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022821687","display_name":"Muhammad Abdullah","orcid":"https://orcid.org/0000-0002-3151-558X"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Abdullah","raw_affiliation_strings":["Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181","https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071556464","display_name":"Waheed Iqbal","orcid":"https://orcid.org/0000-0002-1612-8549"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Waheed Iqbal","raw_affiliation_strings":["Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181","https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104088728","display_name":"Muhammad Arif Butt","orcid":null},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Arif Butt","raw_affiliation_strings":["Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181","https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031861155","display_name":"Faisal Bukhari","orcid":"https://orcid.org/0000-0002-7703-9742"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Faisal Bukhari","raw_affiliation_strings":["Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, University of the Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181","https://openalex.org/I1323252656"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072423562","display_name":"Saeed\u2010Ul Hassan","orcid":"https://orcid.org/0000-0002-6509-9190"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saeed-Ul Hassan","raw_affiliation_strings":["Manchester Metropolitan University, Manchester, U.K"],"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101511675"],"corresponding_institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I172780181"],"apc_list":null,"apc_paid":null,"fwci":3.1801,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93054166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"17","issue":"2","first_page":"2378","last_page":"2389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9997000098228455,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9890000224113464,"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":0.6542976498603821},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5204570293426514},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4421297609806061},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4237824082374573},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19568350911140442},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15546146035194397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6542976498603821},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5204570293426514},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4421297609806061},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4237824082374573},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19568350911140442},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15546146035194397},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2022.3204748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3204748","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1017666633","https://openalex.org/W1647086144","https://openalex.org/W2007664568","https://openalex.org/W2554427106","https://openalex.org/W2565099069","https://openalex.org/W2613345295","https://openalex.org/W2623322423","https://openalex.org/W2737359858","https://openalex.org/W2745464933","https://openalex.org/W2765676470","https://openalex.org/W2767738718","https://openalex.org/W2791986964","https://openalex.org/W2801779586","https://openalex.org/W2804263890","https://openalex.org/W2810048489","https://openalex.org/W2811120498","https://openalex.org/W2897471634","https://openalex.org/W2913742413","https://openalex.org/W2921801071","https://openalex.org/W2925933194","https://openalex.org/W2964094440","https://openalex.org/W2970630697","https://openalex.org/W2979258553","https://openalex.org/W2981604716","https://openalex.org/W2996131224","https://openalex.org/W3008115759","https://openalex.org/W3021735597","https://openalex.org/W3027366302","https://openalex.org/W3040329870","https://openalex.org/W3046053151","https://openalex.org/W3085265455","https://openalex.org/W3085811988","https://openalex.org/W3086452254","https://openalex.org/W3087275496","https://openalex.org/W3093517752","https://openalex.org/W3103347852","https://openalex.org/W3135126162","https://openalex.org/W3165492765","https://openalex.org/W3169223224","https://openalex.org/W3180463175","https://openalex.org/W3214882606","https://openalex.org/W6785475407","https://openalex.org/W6798665888"],"related_works":["https://openalex.org/W2998813341","https://openalex.org/W1587227328","https://openalex.org/W2160425906","https://openalex.org/W1596201972","https://openalex.org/W2970121907","https://openalex.org/W2768122690","https://openalex.org/W1973815670","https://openalex.org/W2922165330","https://openalex.org/W2372118309","https://openalex.org/W2210059914"],"abstract_inverted_index":{"Containerized":[0],"workloads":[1,114],"are":[2,25,59,146],"gaining":[3],"traction":[4],"due":[5],"to":[6,27,46,107,111,127,140,150,189,196],"microservices":[7],"architecture":[8],"adaptation":[9],"in":[10],"many":[11],"fields,":[12],"including":[13],"healthcare,":[14],"finance,":[15],"Internet":[16],"of":[17,33,87,157],"Things,":[18],"and":[19,63,74,95,115,133,148,154,168],"smart":[20],"cities.":[21],"Modern":[22],"data":[23,40,68,117,160],"centers":[24,41],"containerized":[26,113],"facilitate":[28],"this":[29],"growing":[30],"demand.":[31],"Most":[32],"the":[34,48,85,88,129,158,171,180,197],"existing":[35,172],"resource":[36,56,72,100],"allocation":[37,57,73],"methods":[38,199],"for":[39],"used":[42],"efficient":[43,62],"scheduling":[44],"algorithms":[45],"place":[47],"containers":[49],"using":[50],"static":[51,55],"computing":[52,90],"resources.":[53],"These":[54],"techniques":[58],"not":[60,65],"energy":[61,81,109,152,181],"do":[64],"help":[66],"maximize":[67],"center":[69,118,161],"utilization.":[70,119],"Dynamic":[71],"a":[75,97,123],"migration-enabled":[76],"placement":[77],"method":[78,126,139],"can":[79],"reduce":[80],"utilization":[82,86,110,156],"while":[83,200],"improving":[84],"available":[89,159],"infrastructure.":[91,162],"This":[92],"article":[93],"presents":[94],"evaluates":[96],"novel":[98],"dynamic":[99],"management":[101],"system":[102,165],"that":[103],"uses":[104,122],"active":[105],"migrations":[106],"minimize":[108],"serve":[112],"improve":[116],"Our":[120,163],"approach":[121],"deep":[124],"learning":[125,138],"estimate":[128],"job":[130],"execution":[131],"time":[132],"then":[134],"employs":[135],"an":[136],"unsupervised":[137],"identify":[141],"similar":[142,202],"jobs.":[143],"Similar":[144],"jobs":[145],"placed":[147],"migrated":[149],"achieve":[151],"efficiency":[153],"better":[155],"proposed":[164,177],"is":[166],"evaluated":[167],"compared":[169,195],"with":[170],"state-of-the-art":[173],"baseline":[174,198],"methods.":[175],"The":[176],"solution":[178],"reduces":[179],"consumption":[182],"from":[183],"<inline-formula":[184,190],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[185,191],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[186,192],"notation=\"LaTeX\">$\\times":[187,193],"1.18$</tex-math></inline-formula>":[188],"2.35$</tex-math></inline-formula>":[194],"maintaining":[201],"performance.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}