{"id":"https://openalex.org/W2111347393","doi":"https://doi.org/10.1109/itc.2010.5608734","title":"Application-based feature selection for Internet traffic classification","display_name":"Application-based feature selection for Internet traffic classification","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2111347393","doi":"https://doi.org/10.1109/itc.2010.5608734","mag":"2111347393"},"language":"en","primary_location":{"id":"doi:10.1109/itc.2010.5608734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc.2010.5608734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 22nd International Teletraffic Congress (lTC 22)","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/A5009789846","display_name":"Taoufik En-Najjary","orcid":null},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Taoufik En-Najjary","raw_affiliation_strings":["Eurecom Institute, France","EURECOM - France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurecom Institute, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM - France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083524854","display_name":"Guillaume Urvoy-Keller","orcid":null},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Urvoy-Keller","raw_affiliation_strings":["Eurecom Institute, France","EURECOM - France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurecom Institute, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM - France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028665225","display_name":"Marcin Pietrzyk","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marcin Pietrzyk","raw_affiliation_strings":["Orange Laboratories, France","Orange Labs, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Laboratories, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Labs, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049507212","display_name":"Jean\u2010Laurent Costeux","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Laurent Costeux","raw_affiliation_strings":["Orange Laboratories, France","Orange Labs, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Laboratories, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"Orange Labs, France","institution_ids":["https://openalex.org/I19370010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8646,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88042435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9998999834060669,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9961000084877014,"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":0.8542791604995728},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.633093535900116},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.6173768043518066},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.5522036552429199},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5480551719665527},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5478994846343994},{"id":"https://openalex.org/keywords/zoom","display_name":"Zoom","score":0.5113717913627625},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.500828742980957},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.4741244316101074},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46767744421958923},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4569750726222992},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4349972605705261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43141669034957886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4271213412284851},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2033967673778534},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13678425550460815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8542791604995728},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.633093535900116},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.6173768043518066},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.5522036552429199},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5480551719665527},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5478994846343994},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.5113717913627625},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.500828742980957},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.4741244316101074},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46767744421958923},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4569750726222992},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4349972605705261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43141669034957886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4271213412284851},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2033967673778534},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13678425550460815},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/itc.2010.5608734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc.2010.5608734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 22nd International Teletraffic Congress (lTC 22)","raw_type":"proceedings-article"},{"id":"pmh:oai:fr.eurecom:3174","is_oa":false,"landing_page_url":"http://www.eurecom.fr/publication/3174","pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ITC 2010, 22nd International Teletraffic Congress, September 7-9, 2010, Amsterdam, The Netherlands","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W628437253","https://openalex.org/W1481628066","https://openalex.org/W1504480307","https://openalex.org/W1542422557","https://openalex.org/W1559810148","https://openalex.org/W1944746878","https://openalex.org/W1973948212","https://openalex.org/W2011628134","https://openalex.org/W2012095206","https://openalex.org/W2021891366","https://openalex.org/W2027664152","https://openalex.org/W2055261595","https://openalex.org/W2096118443","https://openalex.org/W2121973001","https://openalex.org/W2122226347","https://openalex.org/W2129191249","https://openalex.org/W2156123711","https://openalex.org/W3150719513","https://openalex.org/W4236506014","https://openalex.org/W4255738146","https://openalex.org/W4299689471","https://openalex.org/W6640618691"],"related_works":["https://openalex.org/W1933691230","https://openalex.org/W2152125195","https://openalex.org/W2547456248","https://openalex.org/W4286571681","https://openalex.org/W2018792058","https://openalex.org/W4312241727","https://openalex.org/W3036573907","https://openalex.org/W4384946034","https://openalex.org/W2567120387","https://openalex.org/W2554395890"],"abstract_inverted_index":{"Recently,":[0],"several":[1],"statistical":[2,52],"techniques":[3],"using":[4,190],"flow":[5,45,172],"features":[6,141],"have":[7],"been":[8],"proposed":[9],"to":[10,68,70,80,92,124,164,173],"address":[11,125],"the":[12,26,40,44,51,71,126,148,151,166],"problem":[13],"of":[14,25,43,50,74,100,150,170,199],"traffic":[15],"classification.":[16],"These":[17],"methods":[18,65],"achieve":[19],"in":[20,183],"general":[21],"high":[22],"recognition":[23],"rates":[24],"dominant":[27,59,83],"applications":[28,84,90,104],"and":[29,161],"more":[30],"random":[31],"results":[32],"for":[33,116],"less":[34,96],"popular":[35,97],"ones.":[36],"This":[37],"stems":[38],"from":[39,147],"selection":[41],"process":[42],"features,":[46],"used":[47],"as":[48],"inputs":[49],"algorithm,":[53],"which":[54,109,176],"is":[55],"biased":[56],"toward":[57],"those":[58],"applications.":[60],"As":[61],"a":[62,106,120,157,171,200],"consequence,":[63],"existing":[64],"are":[66],"difficult":[67],"adapt":[69],"changing":[72],"needs":[73,162],"network":[75],"administrators":[76],"that":[77,142,178],"might":[78],"want":[79],"quickly":[81],"identify":[82],"like":[85],"p2p":[86],"or":[87,91,102,114],"HTTP":[88,112],"based":[89,130],"zoom":[93],"on":[94,105,131,195],"specific":[95],"(in":[98],"terms":[99],"bytes":[101],"flows)":[103],"given":[107],"site,":[108],"could":[110],"be":[111,181],"streaming":[113],"Gnutella":[115],"instance.":[117],"We":[118,186],"propose":[119],"new":[121],"approach,":[122],"aimed":[123],"above":[127],"mentioned":[128],"issues,":[129],"logistic":[132],"regression.":[133],"Our":[134],"technique":[135],"can":[136,180],"automatically":[137],"select":[138],"distinct,":[139],"per-application":[140],"best":[143],"separate":[144],"each":[145],"application":[146],"rest":[149],"traffic.":[152],"In":[153],"addition,":[154],"it":[155,179],"has":[156],"low":[158],"computation":[159],"cost":[160],"only":[163],"inspect":[165],"first":[167],"few":[168],"packets":[169],"classify":[174],"it,":[175],"means":[177],"implemented":[182],"real":[184],"time.":[185],"exemplify":[187],"our":[188],"method":[189],"two":[191,196],"recent":[192],"traces":[193],"collected":[194],"ADSL":[197],"platforms":[198],"large":[201],"ISP.":[202]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
