{"id":"https://openalex.org/W4251993276","doi":"https://doi.org/10.1109/wsc.2005.1574533","title":"Realistic Internet Traffic Simulation Through Mixture Modeling and a Case Study","display_name":"Realistic Internet Traffic Simulation Through Mixture Modeling and a Case Study","publication_year":2006,"publication_date":"2006-01-25","ids":{"openalex":"https://openalex.org/W4251993276","doi":"https://doi.org/10.1109/wsc.2005.1574533"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2005.1574533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2005.1574533","pdf_url":null,"source":{"id":"https://openalex.org/S4363608800","display_name":"Proceedings of the Winter Simulation Conference, 2005.","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":"Proceedings of the Winter Simulation Conference, 2005.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2000/3240","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101915488","display_name":"Song Luo","orcid":"https://orcid.org/0000-0002-9962-976X"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Luo","raw_affiliation_strings":["School of Computer Science, University of Central Florida, Orlando, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082847587","display_name":"G.A. Marin","orcid":null},"institutions":[{"id":"https://openalex.org/I106959904","display_name":"Florida Institute of Technology","ror":"https://ror.org/04atsbb87","country_code":"US","type":"education","lineage":["https://openalex.org/I106959904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G.A. Marin","raw_affiliation_strings":["Department of Computer Science, Florida Institute of Technology, Melbourne, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Florida Institute of Technology, Melbourne, FL, USA","institution_ids":["https://openalex.org/I106959904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7763,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73482227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"2408","last_page":"2416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9993000030517578,"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":0.9993000030517578,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9922999739646912,"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":0.7013040781021118},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6901533603668213},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.6049793362617493},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.596774697303772},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.5872169733047485},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.5175113677978516},{"id":"https://openalex.org/keywords/file-transfer-protocol","display_name":"File Transfer Protocol","score":0.5167407393455505},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4667074382305145},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.43139469623565674},{"id":"https://openalex.org/keywords/campus-network","display_name":"Campus network","score":0.41789448261260986},{"id":"https://openalex.org/keywords/traffic-model","display_name":"Traffic model","score":0.41341912746429443},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3444473147392273},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3340253233909607},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2644433379173279},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12884563207626343},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.11454561352729797},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11326101422309875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7013040781021118},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6901533603668213},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.6049793362617493},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.596774697303772},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.5872169733047485},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.5175113677978516},{"id":"https://openalex.org/C169485995","wikidata":"https://www.wikidata.org/wiki/Q42283","display_name":"File Transfer Protocol","level":3,"score":0.5167407393455505},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4667074382305145},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.43139469623565674},{"id":"https://openalex.org/C2780944068","wikidata":"https://www.wikidata.org/wiki/Q1093877","display_name":"Campus network","level":2,"score":0.41789448261260986},{"id":"https://openalex.org/C2775847900","wikidata":"https://www.wikidata.org/wiki/Q28455493","display_name":"Traffic model","level":2,"score":0.41341912746429443},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3444473147392273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3340253233909607},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2644433379173279},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12884563207626343},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.11454561352729797},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11326101422309875},{"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/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2005.1574533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2005.1574533","pdf_url":null,"source":{"id":"https://openalex.org/S4363608800","display_name":"Proceedings of the Winter Simulation Conference, 2005.","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":"Proceedings of the Winter Simulation Conference, 2005.","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-4239","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/3240","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-4239","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/3240","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W49087170","https://openalex.org/W2056651346","https://openalex.org/W2103312864","https://openalex.org/W2105818147","https://openalex.org/W2115122866","https://openalex.org/W2138543759","https://openalex.org/W2148275477","https://openalex.org/W2151428354","https://openalex.org/W2156916299","https://openalex.org/W2171873915","https://openalex.org/W6601990374"],"related_works":["https://openalex.org/W2386315240","https://openalex.org/W2384284367","https://openalex.org/W2378981629","https://openalex.org/W2368974566","https://openalex.org/W3010864612","https://openalex.org/W2115527753","https://openalex.org/W2058843285","https://openalex.org/W1933691230","https://openalex.org/W183222910","https://openalex.org/W2013428012"],"abstract_inverted_index":{"Internet":[0,77],"background":[1],"traffic":[2,26,101],"modeling":[3,46],"and":[4,47],"simulation":[5,23,48,94,110],"is":[6,30,54,65,111],"the":[7,33,60,100,109,115],"main":[8],"challenge":[9],"when":[10,39],"constructing":[11],"a":[12,21,85],"test":[13],"environment":[14],"for":[15,71],"network":[16,25],"intrusion":[17],"detection":[18],"experiments.":[19],"However,":[20],"realistic":[22],"of":[24,74,84,91,99],"through":[27],"analytical":[28,69],"models":[29,70],"difficult,":[31],"because":[32],"classic":[34],"distributions":[35,53],"are":[36,95],"usually":[37],"ineffective":[38],"applied":[40],"to":[41,67,114],"traffic-related":[42],"random":[43,72],"variables.":[44],"A":[45],"approach":[49,64],"using":[50],"heavy-tailed":[51],"mixture":[52],"introduced":[55],"in":[56],"this":[57,63],"paper.":[58],"In":[59],"case":[61],"study,":[62],"used":[66],"build":[68],"variables":[73],"several":[75],"major":[76],"applications":[78],"(FTP,":[79],"HTTP,":[80],"SMTP,":[81],"POP3,":[82],"SSH)":[83],"campus":[86],"network.":[87],"Several":[88],"statistical":[89],"features":[90],"an":[92],"NS2":[93],"compared":[96],"against":[97],"those":[98],"traces":[102],"being":[103],"simulated.":[104],"The":[105],"comparison":[106],"indicates":[107],"that":[108],"statistically":[112],"similar":[113],"real":[116],"traffic.":[117]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
