{"id":"https://openalex.org/W3123132909","doi":"https://doi.org/10.1080/09540091.2020.1870437","title":"A dynamic network traffic classifier using supervised ML for a Docker-based SDN network","display_name":"A dynamic network traffic classifier using supervised ML for a Docker-based SDN network","publication_year":2021,"publication_date":"2021-01-17","ids":{"openalex":"https://openalex.org/W3123132909","doi":"https://doi.org/10.1080/09540091.2020.1870437","mag":"3123132909"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2020.1870437","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2020.1870437","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2020.1870437?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2020.1870437?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102849992","display_name":"Pritom Kumar Mondal","orcid":"https://orcid.org/0000-0003-0209-0831"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pritom Kumar Mondal","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010630778","display_name":"Lizeth Patricia Aguirre Sanchez","orcid":"https://orcid.org/0000-0001-6393-4431"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizeth P. Aguirre Sanchez","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081250683","display_name":"Emmanuele Benedetto","orcid":"https://orcid.org/0000-0001-9834-3877"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN","IT"],"is_corresponding":false,"raw_author_name":"Emmanuele Benedetto","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","Politecnico di Milano, Milano, Italy","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101413554","display_name":"Yao Shen","orcid":"https://orcid.org/0000-0002-6744-1498"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yao Shen","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039318240","display_name":"Minyi Guo","orcid":"https://orcid.org/0000-0003-0034-2302"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyi Guo","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101413554"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":null,"fwci":1.7676,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87067205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"33","issue":"3","first_page":"693","last_page":"718"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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":0.9995999932289124,"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":0.8777852654457092},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6681716442108154},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.6367535591125488},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.6264299750328064},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5153681635856628},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5115436315536499},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.46458202600479126},{"id":"https://openalex.org/keywords/openflow","display_name":"OpenFlow","score":0.44874897599220276},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.43927115201950073},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4271836578845978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34486693143844604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3284991383552551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8777852654457092},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6681716442108154},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.6367535591125488},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.6264299750328064},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5153681635856628},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5115436315536499},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.46458202600479126},{"id":"https://openalex.org/C192697461","wikidata":"https://www.wikidata.org/wiki/Q4045918","display_name":"OpenFlow","level":3,"score":0.44874897599220276},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.43927115201950073},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4271836578845978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34486693143844604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3284991383552551},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/09540091.2020.1870437","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2020.1870437","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2020.1870437?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d809369200a94e4d9bf0f156246343d6","is_oa":true,"landing_page_url":"https://doaj.org/article/d809369200a94e4d9bf0f156246343d6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"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":"Connection Science, Vol 33, Iss 3, Pp 693-718 (2021)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:96849","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/96849","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2020.1870437","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2020.1870437","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2020.1870437?needAccess=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1637248431","display_name":null,"funder_award_id":"61932014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3123132909.pdf","grobid_xml":"https://content.openalex.org/works/W3123132909.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1524496078","https://openalex.org/W1696737510","https://openalex.org/W1983405239","https://openalex.org/W1985258161","https://openalex.org/W2019821286","https://openalex.org/W2032591930","https://openalex.org/W2040678502","https://openalex.org/W2101234009","https://openalex.org/W2109293916","https://openalex.org/W2148143831","https://openalex.org/W2148913232","https://openalex.org/W2276802311","https://openalex.org/W2284594984","https://openalex.org/W2323435167","https://openalex.org/W2511505324","https://openalex.org/W2514510339","https://openalex.org/W2567289819","https://openalex.org/W2609945366","https://openalex.org/W2750674396","https://openalex.org/W2793500577","https://openalex.org/W2805091420","https://openalex.org/W2885789349","https://openalex.org/W2890607711","https://openalex.org/W2898643451","https://openalex.org/W2911964244","https://openalex.org/W2949072481","https://openalex.org/W2965530325","https://openalex.org/W2965695320","https://openalex.org/W3003977449","https://openalex.org/W3047083027","https://openalex.org/W3103106496","https://openalex.org/W4236137412","https://openalex.org/W4238221667","https://openalex.org/W4238821573","https://openalex.org/W4246071418"],"related_works":["https://openalex.org/W4220837700","https://openalex.org/W2012852954","https://openalex.org/W4377008240","https://openalex.org/W1675062406","https://openalex.org/W2558363974","https://openalex.org/W2295167007","https://openalex.org/W2066879250","https://openalex.org/W4250919833","https://openalex.org/W2324336707","https://openalex.org/W2562966014"],"abstract_inverted_index":{"With":[0],"the":[1,6,9],"rapid":[2],"technological":[3],"growth":[4],"in":[5],"last":[7],"decades,":[8],"number":[10],"of":[11],"devices":[12],"and":[13],"users":[14],"has":[15,25],"drastically":[16],"increased.":[17],"Software-defined":[18],"networking":[19],"(SDN)":[20],"with":[21],"machine":[22],"learning":[23],"(ML)":[24],"become":[26],"an":[27],"emergi...":[28]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-02-01T00:00:00"}
