{"id":"https://openalex.org/W4409707881","doi":"https://doi.org/10.1007/s42979-025-03930-5","title":"Enhancing SDN Traffic Analysis Through Machine Learning on Preprocessed Controller Flow Statistics and Packet Analysis Data","display_name":"Enhancing SDN Traffic Analysis Through Machine Learning on Preprocessed Controller Flow Statistics and Packet Analysis Data","publication_year":2025,"publication_date":"2025-04-23","ids":{"openalex":"https://openalex.org/W4409707881","doi":"https://doi.org/10.1007/s42979-025-03930-5"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-03930-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03930-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-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/A5092533908","display_name":"D. Sendil Vadivu","orcid":"https://orcid.org/0009-0004-7858-9721"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"D. Sendil Vadivu","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014344060","display_name":"Ashwin Santhosh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashwin Santhosh","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020361373","display_name":"Narendran Rajagopalan","orcid":"https://orcid.org/0000-0002-1829-9587"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Narendran Rajagopalan","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115832651","display_name":"Kaustub Pavagada","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaustub Pavagada","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115832652","display_name":"Aswin Valsaraj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aswin Valsaraj","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Puducherry, Karaikal, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092533908"],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":4.7858,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94638146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"6","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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"}},"topics":[{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994000196456909,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6252850294113159},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5345966219902039},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.47760817408561707},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4021146595478058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.382449746131897},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3371421694755554},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21532303094863892},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14864963293075562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6252850294113159},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5345966219902039},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.47760817408561707},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4021146595478058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.382449746131897},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3371421694755554},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21532303094863892},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14864963293075562}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-03930-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-03930-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2007111180","https://openalex.org/W2148143831","https://openalex.org/W2576686308","https://openalex.org/W2893370872","https://openalex.org/W2919121218","https://openalex.org/W3004079980","https://openalex.org/W3082972036","https://openalex.org/W3084346886","https://openalex.org/W3110277274","https://openalex.org/W3114618246","https://openalex.org/W3146796711","https://openalex.org/W3161554626","https://openalex.org/W4281903041","https://openalex.org/W4282042832","https://openalex.org/W4285274733","https://openalex.org/W4309082205","https://openalex.org/W4313328574","https://openalex.org/W4313591365","https://openalex.org/W4315486848","https://openalex.org/W4367840596","https://openalex.org/W4386067681","https://openalex.org/W4386891809","https://openalex.org/W4390102136","https://openalex.org/W4392902345","https://openalex.org/W4399528878","https://openalex.org/W4399643997","https://openalex.org/W4401380550","https://openalex.org/W4403353749","https://openalex.org/W4405465733","https://openalex.org/W4406927588"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
