{"id":"https://openalex.org/W4405364527","doi":"https://doi.org/10.1145/3700435","title":"The Power of Migrations in Dynamic Bin Packing","display_name":"The Power of Migrations in Dynamic Bin Packing","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4405364527","doi":"https://doi.org/10.1145/3700435"},"language":"en","primary_location":{"id":"doi:10.1145/3700435","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3700435","pdf_url":null,"source":{"id":"https://openalex.org/S4210193547","display_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","issn_l":"2476-1249","issn":["2476-1249"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3700435","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032602978","display_name":"Konstantina Mellou","orcid":"https://orcid.org/0000-0001-9245-8956"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantina Mellou","raw_affiliation_strings":["Microsoft Research, Redmond, USA"],"raw_orcid":"https://orcid.org/0000-0001-9245-8956","affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091196390","display_name":"Marco Molinaro","orcid":"https://orcid.org/0000-0003-0174-3204"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]},{"id":"https://openalex.org/I4210086099","display_name":"Microsoft (Brazil)","ror":"https://ror.org/00hc2mf91","country_code":"BR","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210086099"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marco Molinaro","raw_affiliation_strings":["Microsoft Research &amp; PUC-Rio, Rio, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0174-3204","affiliations":[{"raw_affiliation_string":"Microsoft Research &amp; PUC-Rio, Rio, Brazil","institution_ids":["https://openalex.org/I2699952","https://openalex.org/I4210086099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090909905","display_name":"Rudy Zhou","orcid":"https://orcid.org/0000-0001-5037-4885"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rudy Zhou","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":"https://orcid.org/0000-0001-5037-4885","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8443,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77927374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"8","issue":"3","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bin-packing-problem","display_name":"Bin packing problem","score":0.8063920736312866},{"id":"https://openalex.org/keywords/bin","display_name":"Bin","score":0.7197889089584351},{"id":"https://openalex.org/keywords/sublinear-function","display_name":"Sublinear function","score":0.6907124519348145},{"id":"https://openalex.org/keywords/impossibility","display_name":"Impossibility","score":0.6259033679962158},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5736420154571533},{"id":"https://openalex.org/keywords/competitive-analysis","display_name":"Competitive analysis","score":0.5681850910186768},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5127590894699097},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.4790809750556946},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4677572250366211},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.4658430814743042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.46499836444854736},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4482802748680115},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.43646886944770813},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3755103349685669},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2420838475227356},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.23580074310302734},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10793623328208923},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08554276823997498}],"concepts":[{"id":"https://openalex.org/C87219788","wikidata":"https://www.wikidata.org/wiki/Q814581","display_name":"Bin packing problem","level":3,"score":0.8063920736312866},{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.7197889089584351},{"id":"https://openalex.org/C117160843","wikidata":"https://www.wikidata.org/wiki/Q338652","display_name":"Sublinear function","level":2,"score":0.6907124519348145},{"id":"https://openalex.org/C2776261394","wikidata":"https://www.wikidata.org/wiki/Q315562","display_name":"Impossibility","level":2,"score":0.6259033679962158},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5736420154571533},{"id":"https://openalex.org/C102408133","wikidata":"https://www.wikidata.org/wiki/Q5156350","display_name":"Competitive analysis","level":3,"score":0.5681850910186768},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5127590894699097},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.4790809750556946},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4677572250366211},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.4658430814743042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.46499836444854736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4482802748680115},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.43646886944770813},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3755103349685669},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2420838475227356},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.23580074310302734},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10793623328208923},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08554276823997498},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3700435","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3700435","pdf_url":null,"source":{"id":"https://openalex.org/S4210193547","display_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","issn_l":"2476-1249","issn":["2476-1249"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3700435","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3700435","pdf_url":null,"source":{"id":"https://openalex.org/S4210193547","display_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","issn_l":"2476-1249","issn":["2476-1249"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W20175","https://openalex.org/W1910278602","https://openalex.org/W1975216035","https://openalex.org/W1988227873","https://openalex.org/W1989274820","https://openalex.org/W2028545499","https://openalex.org/W2029437526","https://openalex.org/W2048348088","https://openalex.org/W2057505938","https://openalex.org/W2072676072","https://openalex.org/W2078659331","https://openalex.org/W2088072844","https://openalex.org/W2093101813","https://openalex.org/W2126568761","https://openalex.org/W2131641675","https://openalex.org/W2161965494","https://openalex.org/W2175514457","https://openalex.org/W2469847610","https://openalex.org/W2505550437","https://openalex.org/W2550458906","https://openalex.org/W2963083784","https://openalex.org/W2971207868","https://openalex.org/W2981089183","https://openalex.org/W2982303827","https://openalex.org/W3014802144","https://openalex.org/W3120232953","https://openalex.org/W3121305472","https://openalex.org/W3127553026","https://openalex.org/W3128100256","https://openalex.org/W3128615300","https://openalex.org/W4206501214","https://openalex.org/W4206733347","https://openalex.org/W4210631930","https://openalex.org/W4311079974","https://openalex.org/W4376639541","https://openalex.org/W4387401430","https://openalex.org/W4389216643","https://openalex.org/W6648372869","https://openalex.org/W6765779552","https://openalex.org/W6774536101","https://openalex.org/W6782238271","https://openalex.org/W6784415279"],"related_works":["https://openalex.org/W4213299358","https://openalex.org/W2564742953","https://openalex.org/W2042512761","https://openalex.org/W2070091108","https://openalex.org/W1830700568","https://openalex.org/W3022071589","https://openalex.org/W2481908560","https://openalex.org/W2114780236","https://openalex.org/W2794570164","https://openalex.org/W2109595574"],"abstract_inverted_index":{"In":[0,282],"the":[1,11,18,29,33,38,41,61,82,94,106,110,143,149,152,159,204,221,234,241,255,272,279,311],"Dynamic":[2,214],"Bin":[3,215],"Packing":[4],"problem,":[5],"n":[6,101,178,211],"items":[7],"arrive":[8],"and":[9,17,99,126,180,209,291],"depart":[10],"system":[12],"in":[13,57,78,203,213,218,261,278],"an":[14,54,172,292],"online":[15],"manner,":[16],"goal":[19],"is":[20,60,109,120,135,171,197,269],"to":[21,138,154,254],"maintain":[22],"a":[23,121,130,227,248,264,288],"good":[24],"packing":[25,56,87],"throughout.":[26],"We":[27,297],"consider":[28],"objective":[30],"of":[31,40,43,63,81,84,96,112,133,151,189,220,236,239,243,250,310,314],"minimizing":[32],"total":[34],"active":[35],"time,":[36],"i.e.,":[37],"sum":[39],"number":[42,132,242],"open":[44],"bins":[45],"over":[46],"all":[47],"times.":[48],"An":[49],"important":[50],"tool":[51],"for":[52,165],"maintaining":[53],"efficient":[55],"many":[58],"applications":[59],"use":[62],"migrations":[64,98,125,134,179,208,212],";":[65],"e.g.,":[66],"transferring":[67],"computing":[68],"jobs":[69],"across":[70],"different":[71],"machines.":[72],"However,":[73],"there":[74,170],"are":[75,308],"large":[76],"gaps":[77],"our":[79,305,315],"understanding":[80],"approximability":[83],"dynamic":[85],"bin":[86],"with":[88,147],"migrations.":[89,237],"Prior":[90],"work":[91],"has":[92],"covered":[93],"power":[95,111],"no":[97,124],"&gt;":[100,210],"migrations,":[102,141,244],"but":[103],"we":[104,162,191,225,286],"ask":[105],"question:":[107],"What":[108],"limited":[113],"(\u2264":[114],"n)":[115],"migrations?":[116],"Our":[117],"first":[118],"result":[119],"dichotomy":[122],"between":[123,206],"linear":[127],"migrations:":[128],"Using":[129],"sublinear":[131],"asymptotically":[136],"equivalent":[137],"doing":[139],"zero":[140,207],"where":[142,263],"competitive":[144,182],"ratio":[145,150,183],"grows":[146],"\u03bc,":[148],"largest":[153],"smallest":[155],"item":[156,273],"duration.":[157],"On":[158],"other":[160],"hand,":[161],"prove":[163,287],"that":[164,174,194,230,302,304],"every":[166],"\u03b1":[167,177],"\u2208":[168],"(0,1],":[169],"algorithm":[173],"does":[175],"\u2248":[176,184],"achieves":[181],"1/\u03b1":[185],"(in":[186],"particular,":[187],"independent":[188],"\u03bc);":[190],"also":[192,298],"show":[193],"this":[195,258,283],"tradeoff":[196],"essentially":[198],"best":[199],"possible.":[200],"This":[201],"fills":[202],"gap":[205],"Packing.":[216],"Finally,":[217],"light":[219],"above":[222],"impossibility":[223],"results,":[224],"introduce":[226],"new":[228,280,284],"model":[229],"more":[231],"directly":[232],"captures":[233],"impact":[235],"Instead":[238],"limiting":[240],"each":[245],"migration":[246],"adds":[247],"delay":[249],"C":[251],"time":[252,268],"units":[253],"item's":[256],"duration;":[257],"commonly":[259],"appears":[260],"settings":[262],"blackout":[265],"or":[266],"set-up":[267],"required":[270],"before":[271],"can":[274],"restart":[275],"its":[276],"execution":[277],"bin.":[281],"model,":[285],"O(min(\u221aC,":[289],"\u03bc))-approximation,":[290],"almost":[293],"matching":[294],"lower":[295],"bound.":[296],"present":[299],"preliminary":[300],"experiments":[301],"indicate":[303],"theoretical":[306],"results":[307],"predictive":[309],"practical":[312],"performance":[313],"algorithms.":[316]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
