{"id":"https://openalex.org/W4399852523","doi":"https://doi.org/10.23919/tma62044.2024.10559009","title":"Towards Reusable Models in Traffic Classification","display_name":"Towards Reusable Models in Traffic Classification","publication_year":2024,"publication_date":"2024-05-21","ids":{"openalex":"https://openalex.org/W4399852523","doi":"https://doi.org/10.23919/tma62044.2024.10559009"},"language":"en","primary_location":{"id":"doi:10.23919/tma62044.2024.10559009","is_oa":false,"landing_page_url":"https://doi.org/10.23919/tma62044.2024.10559009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 8th Network Traffic Measurement and Analysis Conference (TMA)","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/A5052303277","display_name":"Jan Luxemburk","orcid":"https://orcid.org/0000-0003-0879-0054"},"institutions":[{"id":"https://openalex.org/I54634078","display_name":"Czech Education and Scientific Network","ror":"https://ror.org/050dkka69","country_code":"CZ","type":"other","lineage":["https://openalex.org/I54634078"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Jan Luxemburk","raw_affiliation_strings":["FIT CTU &#x0026; CESNET,Prague,Czech Republic"],"affiliations":[{"raw_affiliation_string":"FIT CTU &#x0026; CESNET,Prague,Czech Republic","institution_ids":["https://openalex.org/I54634078","https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088718699","display_name":"Karel Hynek","orcid":"https://orcid.org/0000-0002-8281-618X"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]},{"id":"https://openalex.org/I54634078","display_name":"Czech Education and Scientific Network","ror":"https://ror.org/050dkka69","country_code":"CZ","type":"other","lineage":["https://openalex.org/I54634078"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Karel Hynek","raw_affiliation_strings":["FIT CTU &#x0026; CESNET,Prague,Czech Republic"],"affiliations":[{"raw_affiliation_string":"FIT CTU &#x0026; CESNET,Prague,Czech Republic","institution_ids":["https://openalex.org/I54634078","https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052303277"],"corresponding_institution_ids":["https://openalex.org/I44504214","https://openalex.org/I54634078"],"apc_list":null,"apc_paid":null,"fwci":0.7305,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70569389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9484999775886536,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9484999775886536,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.948199987411499,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.6439522504806519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6439522504806519}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/tma62044.2024.10559009","is_oa":false,"landing_page_url":"https://doi.org/10.23919/tma62044.2024.10559009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 8th Network Traffic Measurement and Analysis Conference (TMA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5611503438","display_name":null,"funder_award_id":"VJ02010024","funder_id":"https://openalex.org/F4320311333","funder_display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky"}],"funders":[{"id":"https://openalex.org/F4320311333","display_name":"Ministerstvo Vnitra \u010cesk\u00e9 Republiky","ror":"https://ror.org/05w1nn565"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2900853407","https://openalex.org/W2981318525","https://openalex.org/W4237357939","https://openalex.org/W4296916955","https://openalex.org/W4309779554","https://openalex.org/W4313837379","https://openalex.org/W4385624909","https://openalex.org/W4389155054","https://openalex.org/W4392964588","https://openalex.org/W6856899827"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0,64],"machine":[1],"learning":[2,58],"communities,":[3],"such":[4],"as":[5],"those":[6],"around":[7],"computer":[8],"vision":[9],"or":[10],"natural":[11],"language":[12],"processing,":[13],"have":[14],"developed":[15],"numerous":[16],"supportive":[17],"tools.":[18],"In":[19],"contrast,":[20],"the":[21,29,38,73,80,93,105,113],"network":[22,120],"traffic":[23,62,121],"classification":[24],"field":[25,40],"falls":[26],"behind,":[27],"and":[28,34,84,92,103,117],"lack":[30],"of":[31,75,95,115],"standard":[32],"datasets":[33,71,97],"model":[35,88],"architectures":[36],"holds":[37],"entire":[39],"back.":[41],"This":[42],"paper":[43],"aims":[44],"to":[45,107],"address":[46],"this":[47],"issue.":[48],"We":[49],"introduce":[50],"CESNET":[51],"Models,":[52],"a":[53],"package":[54],"comprising":[55],"pre-trained":[56],"deep":[57],"models":[59,66,106],"tailored":[60],"for":[61,72],"classification.":[63,78,122],"included":[65],"are":[67],"trained":[68],"on":[69,101],"public":[70],"task":[74],"web":[76],"service":[77],"Using":[79],"new":[81],"package,":[82],"researchers":[83],"practitioners":[85],"can":[86],"skip":[87],"design":[89],"from":[90],"scratch":[91],"collection":[94],"large":[96],"but":[98],"instead":[99],"focus":[100],"fine-tuning":[102],"adapting":[104],"their":[108],"specific":[109],"needs,":[110],"thus":[111],"accelerating":[112],"pace":[114],"research":[116],"development":[118],"in":[119]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
