{"id":"https://openalex.org/W4238507524","doi":"https://doi.org/10.1109/wsc.2008.4736142","title":"A fast hybrid time-synchronous/event approach to parallel discrete event simulation of queuing networks","display_name":"A fast hybrid time-synchronous/event approach to parallel discrete event simulation of queuing networks","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W4238507524","doi":"https://doi.org/10.1109/wsc.2008.4736142"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2008.4736142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736142","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","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":"2008 Winter Simulation Conference","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/A5045559511","display_name":"Hyungwook Park","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyungwook Park","raw_affiliation_strings":["Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076163231","display_name":"Paul A. Fishwick","orcid":"https://orcid.org/0000-0002-4452-0484"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul A. Fishwick","raw_affiliation_strings":["Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"795","last_page":"803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9887999892234802,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9829999804496765,"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":0.8751329183578491},{"id":"https://openalex.org/keywords/simd","display_name":"SIMD","score":0.8271008133888245},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7202404737472534},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6963320970535278},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6927075386047363},{"id":"https://openalex.org/keywords/parallelizable-manifold","display_name":"Parallelizable manifold","score":0.6159278750419617},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.6074307560920715},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.4486866891384125},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.4458751678466797},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4362814426422119},{"id":"https://openalex.org/keywords/parallel-processing","display_name":"Parallel processing","score":0.4219000041484833},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21141287684440613},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.11442598700523376},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.1111190915107727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8751329183578491},{"id":"https://openalex.org/C150552126","wikidata":"https://www.wikidata.org/wiki/Q339387","display_name":"SIMD","level":2,"score":0.8271008133888245},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7202404737472534},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6963320970535278},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6927075386047363},{"id":"https://openalex.org/C148047603","wikidata":"https://www.wikidata.org/wiki/Q1014612","display_name":"Parallelizable manifold","level":2,"score":0.6159278750419617},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.6074307560920715},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.4486866891384125},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4458751678466797},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4362814426422119},{"id":"https://openalex.org/C106515295","wikidata":"https://www.wikidata.org/wiki/Q26806595","display_name":"Parallel processing","level":2,"score":0.4219000041484833},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21141287684440613},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.11442598700523376},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1111190915107727},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2008.4736142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736142","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","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":"2008 Winter Simulation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W120905807","https://openalex.org/W1992870153","https://openalex.org/W2020282119","https://openalex.org/W2074271933","https://openalex.org/W2079394150","https://openalex.org/W2105149037","https://openalex.org/W2133304481","https://openalex.org/W2134718337","https://openalex.org/W2139962185","https://openalex.org/W2154734813","https://openalex.org/W2764023592","https://openalex.org/W4212922449","https://openalex.org/W4232797754","https://openalex.org/W4241156845","https://openalex.org/W4241732971","https://openalex.org/W4252296060","https://openalex.org/W6683448152"],"related_works":["https://openalex.org/W2161873733","https://openalex.org/W2065177255","https://openalex.org/W2013845618","https://openalex.org/W2156571376","https://openalex.org/W1667038987","https://openalex.org/W2096870795","https://openalex.org/W2167865373","https://openalex.org/W2038729084","https://openalex.org/W2006445609","https://openalex.org/W2117894653"],"abstract_inverted_index":{"The":[0,103],"trend":[1],"in":[2,116],"computing":[3],"architectures":[4,33,41],"has":[5,70],"been":[6],"toward":[7,35],"multi-core":[8],"central":[9],"processing":[10,15],"units":[11,16],"(CPUs)":[12],"and":[13,20,42,95,111],"graphics":[14],"(GPUs).":[17],"An":[18],"affordable":[19],"highly":[21],"parallelizable":[22],"GPU":[23,40,101],"is":[24,55],"practical":[25],"example":[26],"of":[27],"Single":[28],"Instruction,":[29],"Multiple":[30],"Data":[31],"(SIMD)":[32],"oriented":[34],"stream":[36],"processing.":[37],"While":[38],"the":[39,114,136],"languages":[43],"are":[44,138],"fairly":[45],"easily":[46],"employed":[47],"for":[48,65,121],"inherently":[49],"time-synchronous":[50],"based":[51,123],"simulation":[52,83],"models,":[53],"it":[54,122],"less":[56],"clear":[57],"if":[58],"or":[59],"how":[60],"one":[61,140],"might":[62],"employ":[63],"them":[64],"queuing":[66,85],"model":[67],"simulation,":[68],"which":[69],"an":[71],"asynchronous":[72],"behavior.":[73],"We":[74,128],"have":[75],"derived":[76],"a":[77,93,100],"two-step":[78,104],"process":[79,105],"that":[80],"allows":[81],"SIMD-style":[82],"on":[84,124],"networks,":[86],"by":[87,119],"initially":[88],"performing":[89],"SIMD":[90],"computation":[91],"over":[92],"cluster":[94],"following":[96],"this":[97],"research":[98],"with":[99],"experiment.":[102],"simulates":[106],"approximate":[107],"time":[108],"events":[109],"synchronously":[110],"then":[112],"reduces":[113],"error":[115,125],"output":[117],"statistics":[118,146],"compensating":[120],"analysis":[126],"trends.":[127],"present":[129],"our":[130],"findings":[131],"to":[132],"show":[133],"that,":[134],"while":[135],"outputs":[137],"approximate,":[139],"may":[141],"obtain":[142],"reasonably":[143],"accurate":[144],"summary":[145],"quickly.":[147]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}