{"id":"https://openalex.org/W2093720100","doi":"https://doi.org/10.1145/2699717","title":"Regenerative Simulation for Queueing Networks with Exponential or Heavier Tail Arrival Distributions","display_name":"Regenerative Simulation for Queueing Networks with Exponential or Heavier Tail Arrival Distributions","publication_year":2015,"publication_date":"2015-05-08","ids":{"openalex":"https://openalex.org/W2093720100","doi":"https://doi.org/10.1145/2699717","mag":"2093720100"},"language":"en","primary_location":{"id":"doi:10.1145/2699717","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2699717","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","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/A5091752605","display_name":"Sarat Moka","orcid":"https://orcid.org/0000-0003-2868-9420"},"institutions":[{"id":"https://openalex.org/I11947397","display_name":"Tata Institute of Fundamental Research","ror":"https://ror.org/03ht1xw27","country_code":"IN","type":"education","lineage":["https://openalex.org/I11947397","https://openalex.org/I2799351866","https://openalex.org/I3149292468"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sarat Babu Moka","raw_affiliation_strings":["Tata Institute of Fundamental Research, Mumbai, India","Tata Institute of Fundamental Research, Mumbai, India.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tata Institute of Fundamental Research, Mumbai, India","institution_ids":["https://openalex.org/I11947397"]},{"raw_affiliation_string":"Tata Institute of Fundamental Research, Mumbai, India.#TAB#","institution_ids":["https://openalex.org/I11947397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109269131","display_name":"Sandeep Juneja","orcid":null},"institutions":[{"id":"https://openalex.org/I11947397","display_name":"Tata Institute of Fundamental Research","ror":"https://ror.org/03ht1xw27","country_code":"IN","type":"education","lineage":["https://openalex.org/I11947397","https://openalex.org/I2799351866","https://openalex.org/I3149292468"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Juneja","raw_affiliation_strings":["Tata Institute of Fundamental Research, Mumbai, India","Tata Institute of Fundamental Research, Mumbai, India.#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tata Institute of Fundamental Research, Mumbai, India","institution_ids":["https://openalex.org/I11947397"]},{"raw_affiliation_string":"Tata Institute of Fundamental Research, Mumbai, India.#TAB#","institution_ids":["https://openalex.org/I11947397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I11947397"],"apc_list":null,"apc_paid":null,"fwci":1.5946,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85836658,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"25","issue":"4","first_page":"1","last_page":"22"},"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/T11720","display_name":"Probability and Risk Models","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7168760299682617},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.6354880332946777},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5983052849769592},{"id":"https://openalex.org/keywords/central-limit-theorem","display_name":"Central limit theorem","score":0.5294575095176697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48813900351524353},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.48418930172920227},{"id":"https://openalex.org/keywords/exponential-distribution","display_name":"Exponential distribution","score":0.470726877450943},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.46306532621383667},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.45619896054267883},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44873955845832825},{"id":"https://openalex.org/keywords/large-deviations-theory","display_name":"Large deviations theory","score":0.4437852203845978},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.42579221725463867},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.41933491826057434},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3949231505393982},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2021178901195526},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09186854958534241}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7168760299682617},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.6354880332946777},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5983052849769592},{"id":"https://openalex.org/C166785042","wikidata":"https://www.wikidata.org/wiki/Q190391","display_name":"Central limit theorem","level":2,"score":0.5294575095176697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48813900351524353},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.48418930172920227},{"id":"https://openalex.org/C55350006","wikidata":"https://www.wikidata.org/wiki/Q237193","display_name":"Exponential distribution","level":2,"score":0.470726877450943},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.46306532621383667},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.45619896054267883},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44873955845832825},{"id":"https://openalex.org/C75438885","wikidata":"https://www.wikidata.org/wiki/Q3403615","display_name":"Large deviations theory","level":2,"score":0.4437852203845978},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.42579221725463867},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.41933491826057434},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3949231505393982},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2021178901195526},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09186854958534241},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2699717","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2699717","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W7498473","https://openalex.org/W9811568","https://openalex.org/W166558324","https://openalex.org/W313453591","https://openalex.org/W1513885857","https://openalex.org/W1523379549","https://openalex.org/W1531598590","https://openalex.org/W1540515733","https://openalex.org/W1606323766","https://openalex.org/W1971572301","https://openalex.org/W1973022038","https://openalex.org/W1973403707","https://openalex.org/W1976739734","https://openalex.org/W1987801042","https://openalex.org/W1991906430","https://openalex.org/W1995713768","https://openalex.org/W1999135404","https://openalex.org/W2006322196","https://openalex.org/W2010870233","https://openalex.org/W2011720124","https://openalex.org/W2013935096","https://openalex.org/W2021109599","https://openalex.org/W2025021403","https://openalex.org/W2034512409","https://openalex.org/W2037823872","https://openalex.org/W2047109875","https://openalex.org/W2052847864","https://openalex.org/W2054532229","https://openalex.org/W2056452850","https://openalex.org/W2058785148","https://openalex.org/W2070196515","https://openalex.org/W2076281402","https://openalex.org/W2076430891","https://openalex.org/W2078046932","https://openalex.org/W2085827425","https://openalex.org/W2087166072","https://openalex.org/W2088828670","https://openalex.org/W2091540690","https://openalex.org/W2093122733","https://openalex.org/W2093720100","https://openalex.org/W2097609861","https://openalex.org/W2097984481","https://openalex.org/W2100942298","https://openalex.org/W2117219141","https://openalex.org/W2121395269","https://openalex.org/W2128005148","https://openalex.org/W2129545606","https://openalex.org/W2129884534","https://openalex.org/W2131003013","https://openalex.org/W2132127784","https://openalex.org/W2148047247","https://openalex.org/W2155529449","https://openalex.org/W2161663610","https://openalex.org/W2163271009","https://openalex.org/W2331887353","https://openalex.org/W2332627151","https://openalex.org/W2406624004","https://openalex.org/W2951490358","https://openalex.org/W3171580098","https://openalex.org/W4213413170","https://openalex.org/W4230119877","https://openalex.org/W4230556510","https://openalex.org/W4234010734","https://openalex.org/W4285719527","https://openalex.org/W4302617909"],"related_works":["https://openalex.org/W1989585328","https://openalex.org/W1729191433","https://openalex.org/W2967807597","https://openalex.org/W2371742721","https://openalex.org/W2963396158","https://openalex.org/W2001590474","https://openalex.org/W1989770277","https://openalex.org/W2091694970","https://openalex.org/W2769873724","https://openalex.org/W2377710030"],"abstract_inverted_index":{"Multiclass":[0],"open":[1],"queueing":[2],"networks":[3,19,59,95],"find":[4],"wide":[5],"applications":[6],"in":[7,36,57,96,148],"communication,":[8],"computer,":[9],"and":[10,196,202],"fabrication":[11],"networks.":[12],"Steady-state":[13],"performance":[14,48],"measures":[15],"associated":[16],"with":[17,164],"these":[18,58,113],"is":[20,60,65,135],"often":[21],"a":[22,30,55,85,119,204],"topic":[23],"of":[24,32,53,87,121,123,132,145,177],"interset.":[25],"Conceptually,":[26],"under":[27,186],"mild":[28,187],"conditions,":[29],"sequence":[31,56,86,144],"regeneration":[33,88,146],"times":[34,69,100,147],"exists":[35],"multiclass":[37],"networks,":[38],"making":[39],"them":[40],"amenable":[41],"to":[42,77,80],"regenerative":[43,194],"simulation":[44],"for":[45,210],"estimating":[46],"steady-state":[47],"measures.":[49],"However,":[50],"typically,":[51],"identification":[52],"such":[54,127,158],"difficult.":[61],"A":[62],"well-known":[63],"exception":[64],"when":[66],"all":[67,157],"interarrival":[68,99,159],"are":[70,101,200],"exponentially":[71,136],"distributed,":[72],"where":[73],"the":[74,98,133,149,162,170,174,178,190,193],"instants":[75],"corresponding":[76],"customer":[78],"arrivals":[79],"an":[81,140,165],"empty":[82],"network":[83,191],"constitute":[84],"times.":[89],"In":[90],"this":[91],"article,":[92],"we":[93],"consider":[94],"which":[97],"generally":[102],"distributed":[103],"but":[104],"have":[105],"exponential":[106,166],"or":[107],"heavier":[108],"tails.":[109],"We":[110,153,182],"show":[111,154,184],"that":[112,128,155,168,185],"distributions":[114],"can":[115],"be":[116],"decomposed":[117],"into":[118],"mixture":[120],"sums":[122],"independent":[124],"random":[125],"variables":[126],"at":[129],"least":[130],"one":[131,163],"components":[134],"distributed.":[137],"This":[138],"allows":[139],"easily":[141],"implementable":[142],"embedded":[143],"underlying":[150],"Markov":[151],"process.":[152],"among":[156],"time":[160],"decompositions,":[161],"component":[167],"has":[169],"largest":[171],"mean":[172,195],"minimizes":[173],"asymptotic":[175],"variance":[176],"standard":[179,197],"deviation":[180,198],"estimator.":[181],"also":[183],"conditions":[188],"on":[189],"primitives,":[192],"estimators":[199],"consistent":[201],"satisfy":[203],"joint":[205],"central":[206],"limit":[207],"theorem":[208],"useful":[209],"constructing":[211],"asymptotically":[212],"valid":[213],"confidence":[214],"intervals.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
