{"id":"https://openalex.org/W2070430144","doi":"https://doi.org/10.2298/csis130212010t","title":"Probability-model based network traffic matrix estimation","display_name":"Probability-model based network traffic matrix estimation","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2070430144","doi":"https://doi.org/10.2298/csis130212010t","mag":"2070430144"},"language":"en","primary_location":{"id":"doi:10.2298/csis130212010t","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis130212010t","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141400010T","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141400010T","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100681241","display_name":"Hui Tian","orcid":"https://orcid.org/0000-0002-7952-571X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Tian","raw_affiliation_strings":["School of Electronics and Information Engineering Beijing Jiaotong University, China","[School of Electronics and Information Engineering, Beijing Jiaotong University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"[School of Electronics and Information Engineering, Beijing Jiaotong University, China]","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103082980","display_name":"Yingpeng Sang","orcid":"https://orcid.org/0000-0001-8978-7310"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingpeng Sang","raw_affiliation_strings":["School of Computer Science Beijing Jiaotong University, China","School of Computer Science, Beijing Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Computer Science, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070128994","display_name":"Hong Shen","orcid":"https://orcid.org/0000-0002-3663-6591"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Hong Shen","raw_affiliation_strings":["School of Information Science and Technology Sun Yat-sen University, China School of Computer Science University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology Sun Yat-sen University, China School of Computer Science University of Adelaide, Australia","institution_ids":["https://openalex.org/I157773358","https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068405985","display_name":"Chunyue Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyue Zhou","raw_affiliation_strings":["School of Electronics and Information Engineering Beijing Jiaotong University, China","[School of Electronics and Information Engineering, Beijing Jiaotong University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"[School of Electronics and Information Engineering, Beijing Jiaotong University, China]","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14901294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":"1","first_page":"309","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9969000220298767,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8009600639343262},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6243505477905273},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5976377129554749},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5804751515388489},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4836665093898773},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4573582410812378},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4562091529369354},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.45091870427131653},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44818755984306335},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1613028645515442},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.133026123046875},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.09547877311706543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8009600639343262},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6243505477905273},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5976377129554749},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5804751515388489},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4836665093898773},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4573582410812378},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4562091529369354},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.45091870427131653},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44818755984306335},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1613028645515442},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.133026123046875},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.09547877311706543},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2298/csis130212010t","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis130212010t","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141400010T","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/90459","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/90459","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.2298/csis130212010t","raw_type":"Journal article"},{"id":"pmh:oai:doiserbia:1820-02141400010T","is_oa":false,"landing_page_url":"http://doi.org/10.2298/CSIS130212010T","pdf_url":null,"source":{"id":"https://openalex.org/S4306400515","display_name":"Digital Object Identifier (DOI) Repository Serbia (National Library of Serbia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210142455","host_organization_name":"National Library of Serbia","host_organization_lineage":["https://openalex.org/I4210142455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":". (00) 10-10"}],"best_oa_location":{"id":"doi:10.2298/csis130212010t","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis130212010t","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141400010T","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8444543217","display_name":null,"funder_award_id":"61170232","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8721913165","display_name":"\u57fa\u4e8e\u6269\u6563\u5c0f\u6ce2\u7684\u7f51\u7edc\u6d41\u91cf\u5206\u6790\u65b0\u65b9\u6cd5\u548c\u7406\u8bba\u7814\u7a76","funder_award_id":"61100218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2070430144.pdf","grobid_xml":"https://content.openalex.org/works/W2070430144.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1518315762","https://openalex.org/W1575299154","https://openalex.org/W1970202913","https://openalex.org/W1970701242","https://openalex.org/W1999994039","https://openalex.org/W2024761228","https://openalex.org/W2039432120","https://openalex.org/W2044807855","https://openalex.org/W2057669700","https://openalex.org/W2104254326","https://openalex.org/W2120121938","https://openalex.org/W2126281557","https://openalex.org/W2128633079","https://openalex.org/W2133646105","https://openalex.org/W2139054829","https://openalex.org/W2146616964","https://openalex.org/W2164355806","https://openalex.org/W4231690667","https://openalex.org/W4237386736","https://openalex.org/W4238668657","https://openalex.org/W4244689112","https://openalex.org/W4249357557"],"related_works":["https://openalex.org/W2374980776","https://openalex.org/W2230691193","https://openalex.org/W3034110762","https://openalex.org/W2039432120","https://openalex.org/W2020574522","https://openalex.org/W2065040376","https://openalex.org/W2070430144","https://openalex.org/W1999518895","https://openalex.org/W2314205084","https://openalex.org/W2401369396"],"abstract_inverted_index":{"Traffic":[0,63],"matrix":[1,19,64,103],"is":[2,12,25,34,51,66,78],"of":[3,87,111],"great":[4],"help":[5],"in":[6,116],"many":[7],"network":[8],"applications.":[9],"However,":[10],"it":[11],"very":[13,95],"difficult":[14],"to":[15,54],"estimate":[16],"the":[17,27,81,101,117,122],"traffic":[18,61,102],"for":[20,43],"a":[21,39,44,55,98],"large-scale":[22,45,99],"network.":[23,47],"This":[24],"because":[26],"estimation":[28,65,104],"problem":[29],"from":[30],"limited":[31],"link":[32],"measurements":[33],"highly":[35],"underconstrained.":[36],"We":[37],"propose":[38],"simple":[40],"probability":[41,49],"model":[42,50,57,92],"practical":[46],"The":[48,109],"then":[52,67],"generalized":[53],"general":[56],"by":[58,73],"including":[59],"random":[60],"data.":[62],"conducted":[68],"under":[69,90],"these":[70,88],"two":[71,74,112],"models":[72],"minimization":[75,113],"methods.":[76],"It":[77],"shown":[79,115],"that":[80],"Normalized":[82],"Root":[83],"Mean":[84],"Square":[85],"Errors":[86],"estimates":[89],"our":[91],"assumption":[93],"are":[94],"small.":[96],"For":[97],"network,":[100],"methods":[105,114],"also":[106],"perform":[107],"well.":[108],"comparison":[110],"simulation":[118],"results":[119],"complies":[120],"with":[121],"analysis.":[123]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}