{"id":"https://openalex.org/W2412410849","doi":"https://doi.org/10.1145/2896377.2901478","title":"Delay, Memory, and Messaging Tradeoffs in Distributed Service Systems","display_name":"Delay, Memory, and Messaging Tradeoffs in Distributed Service Systems","publication_year":2016,"publication_date":"2016-06-10","ids":{"openalex":"https://openalex.org/W2412410849","doi":"https://doi.org/10.1145/2896377.2901478","mag":"2412410849"},"language":"en","primary_location":{"id":"doi:10.1145/2896377.2901478","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2896377.2901478","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2901478&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2901478&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108689216","display_name":"David Gamarnik","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Gamarnik","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109219783","display_name":"John N. Tsitsiklis","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John N. Tsitsiklis","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109427723","display_name":"Mart\u00edn Zubeld\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Zubeldia","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9934999942779541,"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/server","display_name":"Server","score":0.6982209086418152},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.663494348526001},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.6603020429611206},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.535722553730011},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4771670401096344},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.47506850957870483},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4626525342464447},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.45086416602134705},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.42376911640167236},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42281484603881836},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20667552947998047}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6982209086418152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663494348526001},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.6603020429611206},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.535722553730011},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4771670401096344},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.47506850957870483},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4626525342464447},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.45086416602134705},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.42376911640167236},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42281484603881836},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20667552947998047},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2896377.2901478","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2896377.2901478","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2901478&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2896377.2901478","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2896377.2901478","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2901478&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G2513815263","display_name":null,"funder_award_id":"CMMI-1234062","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2412410849.pdf","grobid_xml":"https://content.openalex.org/works/W2412410849.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1509415773","https://openalex.org/W1591399774","https://openalex.org/W1666061104","https://openalex.org/W1971692606","https://openalex.org/W1983804795","https://openalex.org/W2018096052","https://openalex.org/W2085433553","https://openalex.org/W2093892790","https://openalex.org/W2103432080","https://openalex.org/W2114650503","https://openalex.org/W2116269179","https://openalex.org/W2117702591","https://openalex.org/W2126999666","https://openalex.org/W2132565565","https://openalex.org/W2589907274","https://openalex.org/W2802739963","https://openalex.org/W2912437396","https://openalex.org/W3100115274","https://openalex.org/W3104622998"],"related_works":["https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2057435755","https://openalex.org/W2018782216","https://openalex.org/W2949620858","https://openalex.org/W2770877918","https://openalex.org/W1989375655","https://openalex.org/W2350442714"],"abstract_inverted_index":{"We":[0,46,73,103],"consider":[1],"the":[2,49,65,71,75,89,118,125,134],"following":[3],"distributed":[4],"service":[5],"model:":[6],"jobs":[7],"with":[8,26,38,42,59,64,70,130,138],"unit":[9,43],"mean,":[10],"exponentially":[11],"distributed,":[12],"and":[13,28,63,81,108,152],"independent":[14],"processing":[15,44],"times":[16],"arrive":[17],"as":[18,100],"a":[19,55,60,95,105,111,148],"Poisson":[20],"process":[21],"of":[22,34,94],"rate":[23,127],"\u03bb":[24],"N,":[25,131],"0<\u03bb<1,":[27],"are":[29,52],"immediately":[30],"dispatched":[31],"to":[32,67,87,98,120],"one":[33],"several":[35],"queues":[36],"associated":[37],"N":[39,101],"identical":[40],"servers":[41],"rate.":[45],"assume":[47],"that":[48,115,143,146],"dispatching":[50],"decisions":[51],"made":[53],"by":[54],"central":[56],"dispatcher":[57],"endowed":[58],"finite":[61],"memory,":[62],"ability":[66],"exchange":[68,83],"messages":[69],"servers.":[72],"study":[74],"fundamental":[76],"resource":[77],"requirements":[78],"(memory":[79],"bits":[80],"message":[82,126],"rate),":[84],"in":[85,162],"order":[86],"drive":[88],"expected":[90,164],"steady-state":[91],"queueing":[92,165],"delay":[93,119,166],"typical":[96],"job":[97],"zero,":[99],"increases.":[102],"propose":[104],"certain":[106,149],"policy":[107,145],"establish":[109],"(using":[110],"fluid":[112],"limit":[113],"approach)":[114],"it":[116],"drives":[117],"zero":[121],"when":[122],"either":[123],"(i)":[124,157],"grows":[128,136],"superlinearly":[129],"or":[132,158],"(ii)":[133,159],"memory":[135],"superlogarithmically":[137],"N.":[139],"Moreover,":[140],"we":[141],"show":[142],"any":[144],"has":[147],"symmetry":[150],"property,":[151],"for":[153],"which":[154,167],"neither":[155],"condition":[156],"holds,":[160],"results":[161],"an":[163],"is":[168],"bounded":[169],"away":[170],"from":[171],"zero.":[172]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}