{"id":"https://openalex.org/W2034023843","doi":"https://doi.org/10.1109/infcom.2010.5462246","title":"On Global Modeling of Backbone Network Traffic","display_name":"On Global Modeling of Backbone Network Traffic","publication_year":2010,"publication_date":"2010-03-01","ids":{"openalex":"https://openalex.org/W2034023843","doi":"https://doi.org/10.1109/infcom.2010.5462246","mag":"2034023843"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2010.5462246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2010.5462246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Proceedings IEEE INFOCOM","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/A5068784665","display_name":"Stilian Stoev","orcid":"https://orcid.org/0000-0003-2108-5421"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Stilian Stoev","raw_affiliation_strings":["Department of Statistics, University of Michigan, Ann Arbor, USA","Department of Statistics, University of Michigan, Ann Arbor, S. University"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Statistics, University of Michigan, Ann Arbor, S. University","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017220650","display_name":"George Michailidis","orcid":"https://orcid.org/0000-0002-3676-1739"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Michailidis","raw_affiliation_strings":["Department of Statistics & EECS, University of Michigan, Ann Arbor, USA","Department of Statistics & EECS, University of Michigan, Ann Arbor, S. University"],"affiliations":[{"raw_affiliation_string":"Department of Statistics & EECS, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Statistics & EECS, University of Michigan, Ann Arbor, S. University","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025908203","display_name":"Joel Vaughan","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joel Vaughan","raw_affiliation_strings":["Department of Statistics, University of Michigan, Ann Arbor, USA","Department of Statistics, University of Michigan, Ann Arbor, S. University"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Statistics, University of Michigan, Ann Arbor, S. University","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068784665"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":3.2051,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91994485,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9991000294685364,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9955999851226807,"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/traffic-generation-model","display_name":"Traffic generation model","score":0.7661391496658325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7109978199005127},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.6472873687744141},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6365102529525757},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5396504402160645},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.5142207145690918},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5031816363334656},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4917316734790802},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46542900800704956},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42787522077560425},{"id":"https://openalex.org/keywords/network-model","display_name":"Network model","score":0.4191911816596985},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.4174841642379761},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3748941719532013},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3160339891910553},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.25109225511550903},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23884880542755127},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.1432601511478424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13876014947891235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11366581916809082}],"concepts":[{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.7661391496658325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7109978199005127},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.6472873687744141},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6365102529525757},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5396504402160645},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.5142207145690918},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5031816363334656},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4917316734790802},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46542900800704956},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42787522077560425},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.4191911816596985},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.4174841642379761},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3748941719532013},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3160339891910553},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.25109225511550903},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23884880542755127},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.1432601511478424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13876014947891235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11366581916809082},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","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/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcom.2010.5462246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2010.5462246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Proceedings IEEE INFOCOM","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":28,"referenced_works":["https://openalex.org/W258472279","https://openalex.org/W367858178","https://openalex.org/W1499963479","https://openalex.org/W1513487224","https://openalex.org/W1578961977","https://openalex.org/W1654741365","https://openalex.org/W1988897678","https://openalex.org/W1997299558","https://openalex.org/W2013072857","https://openalex.org/W2060381004","https://openalex.org/W2066782797","https://openalex.org/W2102113709","https://openalex.org/W2105818147","https://openalex.org/W2111813728","https://openalex.org/W2119742497","https://openalex.org/W2128796442","https://openalex.org/W2146320425","https://openalex.org/W2148934434","https://openalex.org/W2149365817","https://openalex.org/W2158384564","https://openalex.org/W2163196507","https://openalex.org/W2294521418","https://openalex.org/W2326628520","https://openalex.org/W2496675188","https://openalex.org/W4230133813","https://openalex.org/W4246071789","https://openalex.org/W6634550911","https://openalex.org/W6681669679"],"related_works":["https://openalex.org/W2149721642","https://openalex.org/W2587362999","https://openalex.org/W2009112536","https://openalex.org/W4315488634","https://openalex.org/W2394010358","https://openalex.org/W2047739511","https://openalex.org/W2012266395","https://openalex.org/W1977405947","https://openalex.org/W1550043390","https://openalex.org/W2008840139"],"abstract_inverted_index":{"We":[0],"develop":[1],"a":[2,12,38,64,67,101],"probabilistic":[3],"framework":[4],"for":[5],"global":[6,32],"modeling":[7],"of":[8,41,51,63,104],"the":[9,24,27,31,42,46,49,54],"traffic":[10,21,33,43,95],"over":[11,26,97],"computer":[13],"network.":[14],"The":[15,57,84],"model":[16,60,85],"integrates":[17],"existing":[18],"single-link":[19],"(-flow)":[20],"models":[22],"with":[23],"routing":[25],"network":[28,55],"to":[29,93],"capture":[30],"behavior.":[34],"It":[35],"arises":[36],"from":[37,100],"limit":[39],"approximation":[40],"fluctuations":[44,96],"as":[45],"time-scale":[47],"and":[48,77,91],"number":[50],"users":[52],"sharing":[53],"grow.":[56],"resulting":[58],"probability":[59],"is":[61,86],"comprised":[62],"Gaussian":[65],"and/or":[66],"stable,":[68],"infinite":[69],"variance":[70],"components.":[71],"They":[72],"can":[73],"be":[74],"succinctly":[75],"described":[76],"handled":[78],"by":[79],"certain":[80],"'space-time'":[81],"random":[82],"fields.":[83],"validated":[87],"against":[88],"real":[89],"data":[90],"applied":[92],"predict":[94],"unobserved":[98],"links":[99],"limited":[102],"set":[103],"observed":[105],"links.":[106]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
