{"id":"https://openalex.org/W1596802409","doi":"https://doi.org/10.1109/cqr.2015.7129082","title":"Traffic classification on mobile core network considering regularity of background traffic","display_name":"Traffic classification on mobile core network considering regularity of background traffic","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1596802409","doi":"https://doi.org/10.1109/cqr.2015.7129082","mag":"1596802409"},"language":"en","primary_location":{"id":"doi:10.1109/cqr.2015.7129082","doi":"https://doi.org/10.1109/cqr.2015.7129082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cqr.2015.7129082","pdf_url":null,"source":{"id":"https://openalex.org/S7407087892","display_name":"IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2015 IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5102887694","display_name":"Masaki Suzuki","orcid":"https://orcid.org/0000-0003-3238-1824","observed_orcids":["https://orcid.org/0000-0003-3238-1824"]},"institutions":[{"id":"https://openalex.org/I4210164495","display_name":"KDDI Research (Japan)","ror":"https://ror.org/05qsqt662","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210164495"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaki Suzuki","raw_affiliation_strings":["KDDI R&D Laboratories, Saitama, Japan","KDDI R&D Laboratories, 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KDDI R&D Laboratories, Saitama, Japan","institution_ids":["https://openalex.org/I4210164495"]},{"raw_affiliation_string":"KDDI R&D Laboratories, 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan","institution_ids":["https://openalex.org/I4210164495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080417928","display_name":"Masafumi Watari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210164495","display_name":"KDDI Research (Japan)","ror":"https://ror.org/05qsqt662","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210164495"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masafumi Watari","raw_affiliation_strings":["KDDI R&D Laboratories, Saitama, Japan","KDDI R&D Laboratories, 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KDDI R&D Laboratories, Saitama, Japan","institution_ids":["https://openalex.org/I4210164495"]},{"raw_affiliation_string":"KDDI R&D Laboratories, 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan","institution_ids":["https://openalex.org/I4210164495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111489163","display_name":"Shigehiro Ano","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210164495","display_name":"KDDI Research (Japan)","ror":"https://ror.org/05qsqt662","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210164495"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigehiro Ano","raw_affiliation_strings":["KDDI R&D Laboratories, Saitama, Japan","KDDI R&D Laboratories, 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KDDI R&D Laboratories, Saitama, Japan","institution_ids":["https://openalex.org/I4210164495"]},{"raw_affiliation_string":"KDDI R&D Laboratories, 2-1-15 Ohara, Fujimino-shi, Saitama, 356-8502 Japan","institution_ids":["https://openalex.org/I4210164495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003044063","display_name":"Masato Tsuru","orcid":"https://orcid.org/0000-0001-7340-6798","observed_orcids":["https://orcid.org/0000-0001-7340-6798"]},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masato Tsuru","raw_affiliation_strings":["Kyushu Institute of Technology, Fukuoka, Japan","Kyushu Institute of Technology, 680-4 Kawazu, Iizuka-shi, Fukuoka, 820-8502, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu Institute of Technology, Fukuoka, Japan","institution_ids":["https://openalex.org/I207014233"]},{"raw_affiliation_string":"Kyushu Institute of Technology, 680-4 Kawazu, Iizuka-shi, Fukuoka, 820-8502, Japan","institution_ids":["https://openalex.org/I207014233"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9392,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74553954,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9976000189781189,"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":0.9976000189781189,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.0013000000035390258,"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/T10714","display_name":"Software-Defined Networks and 5G","score":9.999999747378752e-05,"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/network-traffic-classification","display_name":"network traffic classification","score":0.8769999742507935},{"id":"https://openalex.org/keywords/mobile-core-network","display_name":"mobile core network","score":0.9610000252723694},{"id":"https://openalex.org/keywords/background-traffic","display_name":"background traffic","score":0.7160000205039978},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8259999752044678},{"id":"https://openalex.org/keywords/https-traffic","display_name":"HTTPS traffic","score":0.6850000023841858},{"id":"https://openalex.org/keywords/network-congestion","display_name":"network congestion","score":0.5789999961853027},{"id":"https://openalex.org/keywords/wi-fi","display_name":"Wi-Fi","score":0.640999972820282}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6954469084739685},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.6170850396156311},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5399380326271057},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.5333703756332397},{"id":"https://openalex.org/C5038329","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Core network","level":2,"score":0.4997982978820801},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.43130090832710266},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.37148040533065796},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2040211260318756},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.06930884718894958}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cqr.2015.7129082","doi":"https://doi.org/10.1109/cqr.2015.7129082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cqr.2015.7129082","pdf_url":null,"source":{"id":"https://openalex.org/S7407087892","display_name":"IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2015 IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2580475299","https://openalex.org/W2603718386","https://openalex.org/W3193477162"],"related_works":["https://openalex.org/W1988122011","https://openalex.org/W2566446256","https://openalex.org/W2022750209","https://openalex.org/W2981941681","https://openalex.org/W2141120085","https://openalex.org/W4385800590","https://openalex.org/W2159573992","https://openalex.org/W2142416733","https://openalex.org/W2808360107","https://openalex.org/W2768726319"],"abstract_inverted_index":{"Recent":[0],"widespread":[1],"use":[2],"of":[3,20,69,136,142,175,179,197,208],"smartphones":[4],"and":[5,52,81,128,139,218,224],"rich":[6],"multimedia":[7],"contents":[8],"has":[9],"brought":[10],"a":[11,106,111,146],"considerable":[12],"increase":[13,92],"in":[14,66,93,172,183,195],"mobile":[15,29,112,122],"traffic.":[16],"Therefore,":[17],"the":[18,63,67,91,121,134,140,158,166,173,176,187,198,205,225],"characteristics":[19,83],"smartphone":[21],"traffic":[22,33,54,79,95,107,138,144,220],"need":[23],"to":[24,60,76,164,185],"be":[25,57,170],"considered":[26],"when":[27],"designing":[28],"core":[30,113,123],"networks.":[31],"Smartphone":[32],"is":[34,39,74,193],"categorized":[35],"by":[36,85,132],"whether":[37],"it":[38,73],"generated":[40],"from":[41,157],"user":[42],"interaction":[43],"(foreground":[44],"(FG)":[45],"traffic)":[46],"or":[47],"not":[48],"(background":[49],"(BG)":[50],"traffic),":[51],"such":[53,78],"types":[55,80],"can":[56,169],"managed":[58],"differently":[59],"efficiently":[61],"maintain":[62],"communication":[64],"quality":[65],"case":[68],"network":[70],"congestion.":[71],"However,":[72],"difficult":[75],"distinguish":[77],"their":[82],"solely":[84],"IP":[86],"addresses/port":[87],"numbers.":[88],"In":[89,101],"addition,":[90],"HTTPS":[94],"makes":[96],"application-level":[97],"packet":[98],"inspection":[99],"difficult.":[100],"this":[102],"paper,":[103],"we":[104,162],"propose":[105],"classification":[108,199],"method":[109,117,192],"on":[110,120],"network.":[114],"The":[115,190,210],"proposed":[116,191],"captures":[118],"packets":[119],"network,":[124],"constructs":[125],"TCP":[126,181],"flows,":[127],"labels":[129],"each":[130,180],"flow":[131,182],"considering":[133],"regularity":[135],"BG":[137,219],"randomness":[141],"FG":[143,217],"using":[145,201,213,228],"Support":[147],"Vector":[148],"Machine":[149],"(SVM)":[150],"classifier":[151,212,227],"with":[152,221],"selected":[153],"feature":[154],"indexes":[155,167,215,231],"obtained":[156,171],"TCP/IP":[159],"layer.":[160],"Also,":[161],"attempt":[163],"restrict":[165],"that":[168],"observation":[174],"initial":[177],"part":[178],"order":[184],"reduce":[186],"calculation":[188],"cost.":[189],"evaluated":[194],"terms":[196],"accuracy":[200,223],"experimental":[202],"data":[203],"through":[204],"Wi-Fi":[206],"connections":[207],"smartphones.":[209],"full-index":[211],"40":[214],"classifies":[216],"97.2%":[222],"shortcut-index":[226],"restricted":[229],"36":[230],"also":[232],"indicates":[233],"94.4%":[234],"accuracy.":[235]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2016-06-24T00:00:00"}
