{"id":"https://openalex.org/W4248372918","doi":"https://doi.org/10.1109/wsc.2013.6721458","title":"Regenerative simulation for multiclass open queueing networks","display_name":"Regenerative simulation for multiclass open queueing networks","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W4248372918","doi":"https://doi.org/10.1109/wsc.2013.6721458"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2013.6721458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721458","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"},"type":"conference-paper","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":["School of Technology and Computer Science, Tata Institute of Fundamental Research, Mumbai, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Technology and Computer Science, Tata Institute of Fundamental Research, Mumbai, INDIA","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":["School of Technology and Computer Science, Tata Institute of Fundamental Research, Mumbai, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Technology and Computer Science, Tata Institute of Fundamental Research, Mumbai, INDIA","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":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"643","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9976999759674072,"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":0.9939000010490417,"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/queueing-theory","display_name":"Queueing theory","score":0.7026464343070984},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6416578888893127},{"id":"https://openalex.org/keywords/central-limit-theorem","display_name":"Central limit theorem","score":0.5698935389518738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5437312126159668},{"id":"https://openalex.org/keywords/variance-reduction","display_name":"Variance reduction","score":0.5097550749778748},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.5075205564498901},{"id":"https://openalex.org/keywords/large-deviations-theory","display_name":"Large deviations theory","score":0.4983813762664795},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.49303051829338074},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4653288722038269},{"id":"https://openalex.org/keywords/exponential-distribution","display_name":"Exponential distribution","score":0.4438393712043762},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.44383251667022705},{"id":"https://openalex.org/keywords/layered-queueing-network","display_name":"Layered queueing network","score":0.4412887692451477},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43869149684906006},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.42288467288017273},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4220358431339264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36730706691741943},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20301923155784607},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.17922517657279968}],"concepts":[{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.7026464343070984},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6416578888893127},{"id":"https://openalex.org/C166785042","wikidata":"https://www.wikidata.org/wiki/Q190391","display_name":"Central limit theorem","level":2,"score":0.5698935389518738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5437312126159668},{"id":"https://openalex.org/C62644790","wikidata":"https://www.wikidata.org/wiki/Q3454689","display_name":"Variance reduction","level":3,"score":0.5097550749778748},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.5075205564498901},{"id":"https://openalex.org/C75438885","wikidata":"https://www.wikidata.org/wiki/Q3403615","display_name":"Large deviations theory","level":2,"score":0.4983813762664795},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.49303051829338074},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4653288722038269},{"id":"https://openalex.org/C55350006","wikidata":"https://www.wikidata.org/wiki/Q237193","display_name":"Exponential distribution","level":2,"score":0.4438393712043762},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.44383251667022705},{"id":"https://openalex.org/C33891772","wikidata":"https://www.wikidata.org/wiki/Q6505536","display_name":"Layered queueing network","level":3,"score":0.4412887692451477},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43869149684906006},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.42288467288017273},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4220358431339264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36730706691741943},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20301923155784607},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.17922517657279968},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2013.6721458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721458","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1513885857","https://openalex.org/W1973403707","https://openalex.org/W1991906430","https://openalex.org/W2010870233","https://openalex.org/W2011720124","https://openalex.org/W2013935096","https://openalex.org/W2037823872","https://openalex.org/W2047109875","https://openalex.org/W2056452850","https://openalex.org/W2076281402","https://openalex.org/W2076430891","https://openalex.org/W2088828670","https://openalex.org/W2097609861","https://openalex.org/W2100942298","https://openalex.org/W2148047247","https://openalex.org/W4230556510","https://openalex.org/W4234931275","https://openalex.org/W4248372918","https://openalex.org/W4299308207","https://openalex.org/W4302084592","https://openalex.org/W4302856910","https://openalex.org/W6845640053"],"related_works":["https://openalex.org/W2111181341","https://openalex.org/W2886060011","https://openalex.org/W2798819106","https://openalex.org/W363903320","https://openalex.org/W2981958474","https://openalex.org/W2313927419","https://openalex.org/W1679222878","https://openalex.org/W4290688425","https://openalex.org/W2291739242","https://openalex.org/W2092692086"],"abstract_inverted_index":{"Conceptually,":[0],"under":[1],"restrictions,":[2],"multiclass":[3],"open":[4],"queueing":[5],"networks":[6,29],"are":[7,30,38,98],"positive":[8],"Harris":[9],"recurrent":[10],"Markov":[11],"processes,":[12],"making":[13],"them":[14],"amenable":[15],"to":[16,32],"regenerative":[17,83,92,136],"simulation":[18,84,137],"for":[19,85],"estimating":[20],"the":[21,35,44,74,91,116,124,128,144],"steady-state":[22],"performance":[23],"measures.":[24],"However,":[25],"regenerations":[26],"in":[27],"such":[28,55,68,113],"difficult":[31],"identify":[33],"when":[34,143],"interarrival":[36,45,114,145],"times":[37,46,146],"generally":[39],"distributed.":[40,78],"We":[41,88,107,132],"assume":[42],"that":[43,54,69,90,110,139],"have":[47,147],"exponential":[48,121],"or":[49],"heavier":[50],"tails":[51],"and":[52,94,100],"show":[53,89,109],"distributions":[56],"can":[57],"be":[58],"decomposed":[59],"into":[60],"mixture":[61],"of":[62,64,73,127],"sums":[63],"independent":[65],"random":[66],"variables":[67],"at":[70],"least":[71],"one":[72,117],"components":[75],"is":[76,140],"exponentially":[77],"This":[79],"allows":[80],"an":[81],"implementable":[82],"these":[86],"networks.":[87],"mean":[93,120],"standard":[95,129],"deviation":[96,130],"estimators":[97],"consistent":[99],"satisfy":[101],"a":[102,135],"joint":[103],"central":[104],"limit":[105],"theorem.":[106],"also":[108,133],"amongst":[111],"all":[112],"decompositions,":[115],"with":[118],"largest":[119],"component":[122],"minimizes":[123],"asymptotic":[125],"variance":[126],"estimator.":[131],"propose":[134],"method":[138],"applicable":[141],"even":[142],"superexponential":[148],"tails.":[149]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}