{"id":"https://openalex.org/W3021816248","doi":"https://doi.org/10.1109/ciss48834.2020.1570617448","title":"Fitting Network Traffic to Phase-Type Bounds","display_name":"Fitting Network Traffic to Phase-Type Bounds","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3021816248","doi":"https://doi.org/10.1109/ciss48834.2020.1570617448","mag":"3021816248"},"language":"en","primary_location":{"id":"doi:10.1109/ciss48834.2020.1570617448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciss48834.2020.1570617448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Annual Conference on Information Sciences and Systems (CISS)","raw_type":"proceedings-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/A5010624325","display_name":"Massieh Kordi Boroujeny","orcid":"https://orcid.org/0000-0002-6169-3539"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Massieh Kordi Boroujeny","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, George Mason University, Fairfax, Virginia, U.S.A"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, George Mason University, Fairfax, Virginia, U.S.A","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074618910","display_name":"Brian L. Mark","orcid":"https://orcid.org/0000-0002-4030-5592"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian L. Mark","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, George Mason University, Fairfax, Virginia, U.S.A"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, George Mason University, Fairfax, Virginia, U.S.A","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077675980","display_name":"Y. Ephraim","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yariv Ephraim","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, George Mason University, Fairfax, Virginia, U.S.A"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, George Mason University, Fairfax, Virginia, U.S.A","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010624325"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":1.0169,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79891304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9994000196456909,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9840999841690063,"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/burstiness","display_name":"Burstiness","score":0.9809757471084595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6592655181884766},{"id":"https://openalex.org/keywords/network-calculus","display_name":"Network calculus","score":0.5480121374130249},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.528733491897583},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5143864750862122},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.4785878658294678},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47789132595062256},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.4476564824581146},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.44224339723587036},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4150150716304779},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4146368205547333},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2608770430088043},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.20507767796516418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1624011993408203},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.11679524183273315},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.1079069972038269},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1069108247756958}],"concepts":[{"id":"https://openalex.org/C2781023610","wikidata":"https://www.wikidata.org/wiki/Q17006304","display_name":"Burstiness","level":3,"score":0.9809757471084595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6592655181884766},{"id":"https://openalex.org/C2778693205","wikidata":"https://www.wikidata.org/wiki/Q7000967","display_name":"Network calculus","level":3,"score":0.5480121374130249},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.528733491897583},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5143864750862122},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.4785878658294678},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47789132595062256},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.4476564824581146},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.44224339723587036},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4150150716304779},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4146368205547333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2608770430088043},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.20507767796516418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1624011993408203},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.11679524183273315},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.1079069972038269},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1069108247756958},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ciss48834.2020.1570617448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciss48834.2020.1570617448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Annual Conference on Information Sciences and Systems (CISS)","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":21,"referenced_works":["https://openalex.org/W105928234","https://openalex.org/W1969531493","https://openalex.org/W2022940918","https://openalex.org/W2034068158","https://openalex.org/W2035072927","https://openalex.org/W2068689212","https://openalex.org/W2106565812","https://openalex.org/W2109745615","https://openalex.org/W2110167495","https://openalex.org/W2121768315","https://openalex.org/W2136885855","https://openalex.org/W2142917009","https://openalex.org/W2146625955","https://openalex.org/W2153919611","https://openalex.org/W2162778980","https://openalex.org/W2164799550","https://openalex.org/W2616761010","https://openalex.org/W2803506006","https://openalex.org/W2937881148","https://openalex.org/W4251973790","https://openalex.org/W6681037670"],"related_works":["https://openalex.org/W1963560109","https://openalex.org/W2134878402","https://openalex.org/W1993870076","https://openalex.org/W4253514344","https://openalex.org/W2120861013","https://openalex.org/W2132443825","https://openalex.org/W2252546159","https://openalex.org/W2096319108","https://openalex.org/W4297780700","https://openalex.org/W1606800778"],"abstract_inverted_index":{"Network":[0],"traffic":[1,15,35,47,81,101,147],"is":[2,37,160],"difficult":[3],"to":[4,7,20,45,73],"characterize":[5,46],"due":[6],"its":[8],"random,":[9],"bursty":[10],"nature.":[11],"Even":[12],"if":[13],"a":[14,21,50,80,93,99,105,129,157],"source":[16],"could":[17,64],"be":[18,65],"fit":[19],"stochastic":[22,70],"model":[23],"with":[24,69],"reasonable":[25],"accuracy,":[26],"analysis":[27],"of":[28,56,91,128],"end-to-end":[29,76],"network":[30,71],"performance":[31],"metrics":[32],"for":[33,79,98,142],"such":[34],"models":[36],"generally":[38],"intractable.":[39],"In":[40,83],"prior":[41],"work,":[42],"an":[43],"approach":[44,152],"burstiness":[48,96],"using":[49],"bound":[51,97],"based":[52,107,113],"on":[53,88,108,114,146],"the":[54,89,115,122,126,149],"class":[55],"phase-type":[57,62,95,144],"distributions":[58],"was":[59],"proposed.":[60],"Such":[61],"bounds":[63,78,145],"applied":[66],"in":[67,125],"conjunction":[68],"calculus":[72],"derive":[74],"probabilistic":[75],"delay":[77],"stream.":[82],"this":[84],"paper,":[85],"we":[86],"focus":[87],"problem":[90],"estimating":[92],"tight":[94],"given":[100],"trace.":[102],"We":[103,133],"investigate":[104],"method":[106],"least":[109,150],"squares":[110,151],"and":[111],"another":[112],"expectation-maximization":[116],"algorithm.":[117],"Our":[118],"numerical":[119],"results":[120],"compare":[121],"two":[123],"approaches":[124,141],"scenario":[127],"heavy-tailed":[130],"M/G/1":[131],"queue.":[132],"find":[134],"that":[135],"while":[136],"both":[137],"methods":[138],"are":[139],"viable":[140],"deriving":[143],"burstiness,":[148],"performs":[153],"better,":[154],"particularly":[155],"when":[156],"tail":[158],"limit":[159],"imposed.":[161],"<sup":[162],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[164]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}