{"id":"https://openalex.org/W2809684781","doi":"https://doi.org/10.1186/s13174-018-0087-2","title":"A comprehensive survey on machine learning for networking: evolution, applications and research opportunities","display_name":"A comprehensive survey on machine learning for networking: evolution, applications and research opportunities","publication_year":2018,"publication_date":"2018-06-21","ids":{"openalex":"https://openalex.org/W2809684781","doi":"https://doi.org/10.1186/s13174-018-0087-2","mag":"2809684781"},"language":"en","primary_location":{"id":"doi:10.1186/s13174-018-0087-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13174-018-0087-2","pdf_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-018-0087-2","source":{"id":"https://openalex.org/S1250476","display_name":"Journal of Internet Services and Applications","issn_l":"1867-4828","issn":["1867-4828","1869-0238"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Internet Services and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-018-0087-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038723583","display_name":"Raouf Boutaba","orcid":"https://orcid.org/0000-0001-7936-6862"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Raouf Boutaba","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039801401","display_name":"Mohammad A. Salahuddin","orcid":"https://orcid.org/0000-0002-5431-3278"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad A. Salahuddin","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062253146","display_name":"Noura Limam","orcid":"https://orcid.org/0000-0002-7759-3751"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Noura Limam","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074686900","display_name":"Sara Ayoubi","orcid":"https://orcid.org/0000-0001-8160-4524"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sara Ayoubi","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017149323","display_name":"Nashid Shahriar","orcid":"https://orcid.org/0000-0002-1101-6716"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nashid Shahriar","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006997363","display_name":"Felipe Estrada\u2010Solano","orcid":"https://orcid.org/0000-0003-4797-9204"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CA","CO"],"is_corresponding":false,"raw_author_name":"Felipe Estrada-Solano","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","Department of Telematics, University of Cauca, Popayan, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Department of Telematics, University of Cauca, Popayan, Colombia","institution_ids":["https://openalex.org/I152650591"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012579745","display_name":"Oscar Maur\u00edcio Caicedo Rend\u00f3n","orcid":"https://orcid.org/0000-0003-2223-947X"},"institutions":[{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Oscar M. Caicedo","raw_affiliation_strings":["Department of Telematics, University of Cauca, Popayan, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telematics, University of Cauca, Popayan, Colombia","institution_ids":["https://openalex.org/I152650591"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038723583"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":93.6246,"has_fulltext":true,"cited_by_count":990,"citation_normalized_percentile":{"value":0.99988261,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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/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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998000264167786,"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":0.9980999827384949,"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":0.7771998047828674},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.5690391659736633},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.5574853420257568},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5338956117630005},{"id":"https://openalex.org/keywords/networking-hardware","display_name":"Networking hardware","score":0.5060994029045105},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4782120883464813},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.4637395143508911},{"id":"https://openalex.org/keywords/optical-networking","display_name":"Optical networking","score":0.4513002932071686},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.42591696977615356},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.42246437072753906},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36564379930496216},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35071277618408203},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29205256700515747},{"id":"https://openalex.org/keywords/wavelength-division-multiplexing","display_name":"Wavelength-division multiplexing","score":0.10770252346992493},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10122767090797424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7771998047828674},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.5690391659736633},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.5574853420257568},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5338956117630005},{"id":"https://openalex.org/C159631557","wikidata":"https://www.wikidata.org/wiki/Q1546066","display_name":"Networking hardware","level":2,"score":0.5060994029045105},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4782120883464813},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.4637395143508911},{"id":"https://openalex.org/C2781382545","wikidata":"https://www.wikidata.org/wiki/Q7098878","display_name":"Optical networking","level":4,"score":0.4513002932071686},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.42591696977615356},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.42246437072753906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36564379930496216},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35071277618408203},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29205256700515747},{"id":"https://openalex.org/C160724564","wikidata":"https://www.wikidata.org/wiki/Q1620670","display_name":"Wavelength-division multiplexing","level":3,"score":0.10770252346992493},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10122767090797424},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13174-018-0087-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13174-018-0087-2","pdf_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-018-0087-2","source":{"id":"https://openalex.org/S1250476","display_name":"Journal of Internet Services and Applications","issn_l":"1867-4828","issn":["1867-4828","1869-0238"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Internet Services and Applications","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2661b97d872449b9acc307f614e8d40f","is_oa":true,"landing_page_url":"https://doaj.org/article/2661b97d872449b9acc307f614e8d40f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Internet Services and Applications, Vol 9, Iss 1, Pp 1-99 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13174-018-0087-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13174-018-0087-2","pdf_url":"https://jisajournal.springeropen.com/track/pdf/10.1186/s13174-018-0087-2","source":{"id":"https://openalex.org/S1250476","display_name":"Journal of Internet Services and Applications","issn_l":"1867-4828","issn":["1867-4828","1869-0238"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Internet Services and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8874718137","display_name":null,"funder_award_id":"647-2014","funder_id":"https://openalex.org/F4320309955","funder_display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)"}],"funders":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"},{"id":"https://openalex.org/F4320313506","display_name":"Royal Bank of Canada","ror":"https://ror.org/03hgnwx26"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334841","display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies","ror":"https://ror.org/00b9f9778"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2809684781.pdf","grobid_xml":"https://content.openalex.org/works/W2809684781.grobid-xml"},"referenced_works_count":475,"referenced_works":["https://openalex.org/W32779056","https://openalex.org/W44465109","https://openalex.org/W65738273","https://openalex.org/W94523489","https://openalex.org/W111228695","https://openalex.org/W189596042","https://openalex.org/W413857758","https://openalex.org/W639538290","https://openalex.org/W850683210","https://openalex.org/W1481277647","https://openalex.org/W1485981043","https://openalex.org/W1489252188","https://openalex.org/W1491281150","https://openalex.org/W1506013151","https://openalex.org/W1510094179","https://openalex.org/W1510541098","https://openalex.org/W1515125112","https://openalex.org/W1516020365","https://openalex.org/W1516506771","https://openalex.org/W1517062113","https://openalex.org/W1521553548","https://openalex.org/W1525264275","https://openalex.org/W1526098320","https://openalex.org/W1529449109","https://openalex.org/W1529459676","https://openalex.org/W1532321571","https://openalex.org/W1539342639","https://openalex.org/W1540069028","https://openalex.org/W1543537233","https://openalex.org/W1545345639","https://openalex.org/W1545764953","https://openalex.org/W1549477237","https://openalex.org/W1552314771","https://openalex.org/W1554891714","https://openalex.org/W1556516382","https://openalex.org/W1559810148","https://openalex.org/W1563017489","https://openalex.org/W1563317173","https://openalex.org/W1566480186","https://openalex.org/W1567891849","https://openalex.org/W1569678739","https://openalex.org/W1573474865","https://openalex.org/W1575180929","https://openalex.org/W1582774210","https://openalex.org/W1584974409","https://openalex.org/W1595483645","https://openalex.org/W1601009504","https://openalex.org/W1603782531","https://openalex.org/W1630932300","https://openalex.org/W1666279428","https://openalex.org/W1678356000","https://openalex.org/W1685070372","https://openalex.org/W1703253744","https://openalex.org/W1726358798","https://openalex.org/W1777713421","https://openalex.org/W1792364413","https://openalex.org/W1807779280","https://openalex.org/W1846907143","https://openalex.org/W1849161695","https://openalex.org/W1862928768","https://openalex.org/W1866355538","https://openalex.org/W1899362050","https://openalex.org/W1909199407","https://openalex.org/W1930624869","https://openalex.org/W1955891401","https://openalex.org/W1969809629","https://openalex.org/W1970497634","https://openalex.org/W1970813527","https://openalex.org/W1971735090","https://openalex.org/W1971776847","https://openalex.org/W1972721567","https://openalex.org/W1972797382","https://openalex.org/W1973668864","https://openalex.org/W1974790907","https://openalex.org/W1974904239","https://openalex.org/W1976331960","https://openalex.org/W1978421850","https://openalex.org/W1978836744","https://openalex.org/W1980314979","https://openalex.org/W1981276685","https://openalex.org/W1982304603","https://openalex.org/W1982528474","https://openalex.org/W1983373936","https://openalex.org/W1984438447","https://openalex.org/W1984496983","https://openalex.org/W1985009444","https://openalex.org/W1985987493","https://openalex.org/W1986552887","https://openalex.org/W1988115241","https://openalex.org/W1988221572","https://openalex.org/W1988975763","https://openalex.org/W1990351156","https://openalex.org/W1990920914","https://openalex.org/W1991133427","https://openalex.org/W1993381725","https://openalex.org/W1993740947","https://openalex.org/W1995126785","https://openalex.org/W1995341919","https://openalex.org/W1995450389","https://openalex.org/W1995499870","https://openalex.org/W1997098001","https://openalex.org/W1997741525","https://openalex.org/W1998431331","https://openalex.org/W1999789320","https://openalex.org/W2001771035","https://openalex.org/W2002151811","https://openalex.org/W2002394060","https://openalex.org/W2004131797","https://openalex.org/W2004244301","https://openalex.org/W2005244180","https://openalex.org/W2007321142","https://openalex.org/W2008793926","https://openalex.org/W2009077135","https://openalex.org/W2009190245","https://openalex.org/W2011418219","https://openalex.org/W2011628134","https://openalex.org/W2012095206","https://openalex.org/W2012546067","https://openalex.org/W2013647416","https://openalex.org/W2013679316","https://openalex.org/W2014268383","https://openalex.org/W2014821958","https://openalex.org/W2016070752","https://openalex.org/W2017528563","https://openalex.org/W2020294948","https://openalex.org/W2022359415","https://openalex.org/W2022548994","https://openalex.org/W2022844530","https://openalex.org/W2026805420","https://openalex.org/W2027341604","https://openalex.org/W2027355980","https://openalex.org/W2030553727","https://openalex.org/W2031794885","https://openalex.org/W2032558547","https://openalex.org/W2032674405","https://openalex.org/W2034541289","https://openalex.org/W2037090034","https://openalex.org/W2037928371","https://openalex.org/W2038580519","https://openalex.org/W2040403168","https://openalex.org/W2040672732","https://openalex.org/W2042492924","https://openalex.org/W2044412513","https://openalex.org/W2044798041","https://openalex.org/W2044922360","https://openalex.org/W2045012776","https://openalex.org/W2047279780","https://openalex.org/W2049633694","https://openalex.org/W2051833588","https://openalex.org/W2054716087","https://openalex.org/W2054940200","https://openalex.org/W2055261595","https://openalex.org/W2056132907","https://openalex.org/W2056982990","https://openalex.org/W2059148040","https://openalex.org/W2059491781","https://openalex.org/W2061946694","https://openalex.org/W2064018461","https://openalex.org/W2064675550","https://openalex.org/W2064828486","https://openalex.org/W2065028222","https://openalex.org/W2067680836","https://openalex.org/W2068457505","https://openalex.org/W2070374624","https://openalex.org/W2070493638","https://openalex.org/W2070941899","https://openalex.org/W2071263125","https://openalex.org/W2071882788","https://openalex.org/W2072886595","https://openalex.org/W2073089243","https://openalex.org/W2073105339","https://openalex.org/W2073230557","https://openalex.org/W2075633861","https://openalex.org/W2075932300","https://openalex.org/W2078220749","https://openalex.org/W2080440878","https://openalex.org/W2081504788","https://openalex.org/W2083911205","https://openalex.org/W2084726407","https://openalex.org/W2086001538","https://openalex.org/W2086253016","https://openalex.org/W2086789740","https://openalex.org/W2087347434","https://openalex.org/W2087405576","https://openalex.org/W2087949682","https://openalex.org/W2088879777","https://openalex.org/W2091005538","https://openalex.org/W2091326421","https://openalex.org/W2091679497","https://openalex.org/W2093717447","https://openalex.org/W2093815874","https://openalex.org/W2096118443","https://openalex.org/W2096425971","https://openalex.org/W2096674597","https://openalex.org/W2097851952","https://openalex.org/W2098663851","https://openalex.org/W2099630781","https://openalex.org/W2099940443","https://openalex.org/W2100677568","https://openalex.org/W2101109743","https://openalex.org/W2101214690","https://openalex.org/W2101222264","https://openalex.org/W2101926813","https://openalex.org/W2103212315","https://openalex.org/W2103222798","https://openalex.org/W2103496339","https://openalex.org/W2103588946","https://openalex.org/W2103626435","https://openalex.org/W2103724767","https://openalex.org/W2105454049","https://openalex.org/W2105779206","https://openalex.org/W2107160681","https://openalex.org/W2107330855","https://openalex.org/W2110769762","https://openalex.org/W2110798204","https://openalex.org/W2111160227","https://openalex.org/W2111625864","https://openalex.org/W2112075060","https://openalex.org/W2112076978","https://openalex.org/W2112495447","https://openalex.org/W2113191015","https://openalex.org/W2113852631","https://openalex.org/W2114975872","https://openalex.org/W2115221276","https://openalex.org/W2115569246","https://openalex.org/W2116064496","https://openalex.org/W2116065364","https://openalex.org/W2116360511","https://openalex.org/W2118020555","https://openalex.org/W2118292831","https://openalex.org/W2118760020","https://openalex.org/W2119271160","https://openalex.org/W2119632647","https://openalex.org/W2119753046","https://openalex.org/W2120208857","https://openalex.org/W2120417050","https://openalex.org/W2120617515","https://openalex.org/W2120955848","https://openalex.org/W2121035740","https://openalex.org/W2121133509","https://openalex.org/W2121777795","https://openalex.org/W2121863487","https://openalex.org/W2121973001","https://openalex.org/W2122192957","https://openalex.org/W2122226347","https://openalex.org/W2122410182","https://openalex.org/W2122922389","https://openalex.org/W2123705844","https://openalex.org/W2124478678","https://openalex.org/W2125055259","https://openalex.org/W2125316131","https://openalex.org/W2125478902","https://openalex.org/W2125654704","https://openalex.org/W2126297944","https://openalex.org/W2126306851","https://openalex.org/W2127218421","https://openalex.org/W2127638367","https://openalex.org/W2128084896","https://openalex.org/W2128420091","https://openalex.org/W2128567487","https://openalex.org/W2128569883","https://openalex.org/W2128874290","https://openalex.org/W2129348840","https://openalex.org/W2129952963","https://openalex.org/W2130509337","https://openalex.org/W2130802299","https://openalex.org/W2130985368","https://openalex.org/W2131044152","https://openalex.org/W2132434564","https://openalex.org/W2132870739","https://openalex.org/W2133473417","https://openalex.org/W2133665775","https://openalex.org/W2134583708","https://openalex.org/W2135046866","https://openalex.org/W2135445399","https://openalex.org/W2135748026","https://openalex.org/W2136348220","https://openalex.org/W2136922672","https://openalex.org/W2136962080","https://openalex.org/W2137166796","https://openalex.org/W2137219488","https://openalex.org/W2137831706","https://openalex.org/W2137915545","https://openalex.org/W2139047213","https://openalex.org/W2139145615","https://openalex.org/W2139378549","https://openalex.org/W2139562214","https://openalex.org/W2140100635","https://openalex.org/W2141072976","https://openalex.org/W2141254179","https://openalex.org/W2141701587","https://openalex.org/W2142889610","https://openalex.org/W2143522309","https://openalex.org/W2143989995","https://openalex.org/W2144658257","https://openalex.org/W2144996661","https://openalex.org/W2145246546","https://openalex.org/W2145339207","https://openalex.org/W2145482038","https://openalex.org/W2146211060","https://openalex.org/W2146430517","https://openalex.org/W2147024424","https://openalex.org/W2147947791","https://openalex.org/W2148346742","https://openalex.org/W2148497858","https://openalex.org/W2149274049","https://openalex.org/W2149600645","https://openalex.org/W2150755264","https://openalex.org/W2150779517","https://openalex.org/W2151184043","https://openalex.org/W2151298633","https://openalex.org/W2151594619","https://openalex.org/W2152152762","https://openalex.org/W2152195021","https://openalex.org/W2152385232","https://openalex.org/W2153562609","https://openalex.org/W2153635508","https://openalex.org/W2153849055","https://openalex.org/W2153919695","https://openalex.org/W2154384045","https://openalex.org/W2155981613","https://openalex.org/W2156123711","https://openalex.org/W2156204309","https://openalex.org/W2156666755","https://openalex.org/W2157665255","https://openalex.org/W2158215699","https://openalex.org/W2158470215","https://openalex.org/W2158733823","https://openalex.org/W2159080219","https://openalex.org/W2159468364","https://openalex.org/W2160104418","https://openalex.org/W2160607011","https://openalex.org/W2161251616","https://openalex.org/W2162220891","https://openalex.org/W2162945174","https://openalex.org/W2163112974","https://openalex.org/W2163614729","https://openalex.org/W2163905250","https://openalex.org/W2164131706","https://openalex.org/W2164568552","https://openalex.org/W2165862485","https://openalex.org/W2169768310","https://openalex.org/W2170689836","https://openalex.org/W2170851227","https://openalex.org/W2171634548","https://openalex.org/W2172174689","https://openalex.org/W2187970900","https://openalex.org/W2246409856","https://openalex.org/W2275841169","https://openalex.org/W2294141577","https://openalex.org/W2295043193","https://openalex.org/W2310249834","https://openalex.org/W2323736524","https://openalex.org/W2335999708","https://openalex.org/W2336275066","https://openalex.org/W2340985688","https://openalex.org/W2341171179","https://openalex.org/W2342408547","https://openalex.org/W2350778671","https://openalex.org/W2351381307","https://openalex.org/W2399941526","https://openalex.org/W2403425231","https://openalex.org/W2419531601","https://openalex.org/W2469987047","https://openalex.org/W2470009164","https://openalex.org/W2471288191","https://openalex.org/W2471456127","https://openalex.org/W2473285914","https://openalex.org/W2476606212","https://openalex.org/W2482797934","https://openalex.org/W2487295360","https://openalex.org/W2508010543","https://openalex.org/W2510460164","https://openalex.org/W2511505324","https://openalex.org/W2512877821","https://openalex.org/W2521200999","https://openalex.org/W2524652555","https://openalex.org/W2526529994","https://openalex.org/W2528914598","https://openalex.org/W2532589578","https://openalex.org/W2541841318","https://openalex.org/W2542764750","https://openalex.org/W2544950289","https://openalex.org/W2546095991","https://openalex.org/W2546571074","https://openalex.org/W2548859221","https://openalex.org/W2554148185","https://openalex.org/W2560162835","https://openalex.org/W2564630785","https://openalex.org/W2566871274","https://openalex.org/W2567615407","https://openalex.org/W2575732466","https://openalex.org/W2577097471","https://openalex.org/W2579403893","https://openalex.org/W2588978745","https://openalex.org/W2600357261","https://openalex.org/W2601467043","https://openalex.org/W2604813801","https://openalex.org/W2605301016","https://openalex.org/W2614018948","https://openalex.org/W2617931713","https://openalex.org/W2620119436","https://openalex.org/W2623293810","https://openalex.org/W2734442794","https://openalex.org/W2735793369","https://openalex.org/W2737883091","https://openalex.org/W2738710562","https://openalex.org/W2751060233","https://openalex.org/W2759910885","https://openalex.org/W2763266182","https://openalex.org/W2783034914","https://openalex.org/W2794780433","https://openalex.org/W2795342293","https://openalex.org/W2903950532","https://openalex.org/W2911293880","https://openalex.org/W2912416366","https://openalex.org/W2912934387","https://openalex.org/W2914511394","https://openalex.org/W2914874661","https://openalex.org/W2964331234","https://openalex.org/W2990168612","https://openalex.org/W2994602346","https://openalex.org/W3022351671","https://openalex.org/W3100857292","https://openalex.org/W3102476541","https://openalex.org/W3120421331","https://openalex.org/W3121926921","https://openalex.org/W3126135128","https://openalex.org/W3139377883","https://openalex.org/W3145506661","https://openalex.org/W3150719513","https://openalex.org/W3160060809","https://openalex.org/W3160447194","https://openalex.org/W3198350258","https://openalex.org/W3201444869","https://openalex.org/W3207342693","https://openalex.org/W3211400184","https://openalex.org/W3216240862","https://openalex.org/W4205393804","https://openalex.org/W4212794911","https://openalex.org/W4230593191","https://openalex.org/W4230900352","https://openalex.org/W4231096508","https://openalex.org/W4231776953","https://openalex.org/W4232411329","https://openalex.org/W4234390219","https://openalex.org/W4234499143","https://openalex.org/W4234789332","https://openalex.org/W4235646468","https://openalex.org/W4236506014","https://openalex.org/W4236518304","https://openalex.org/W4239957667","https://openalex.org/W4243387581","https://openalex.org/W4244434183","https://openalex.org/W4245009367","https://openalex.org/W4248238636","https://openalex.org/W4251163770","https://openalex.org/W4251270412","https://openalex.org/W4252028749","https://openalex.org/W4254751698","https://openalex.org/W4255738146","https://openalex.org/W4256561644","https://openalex.org/W4285719527","https://openalex.org/W4300402905","https://openalex.org/W4301525500","https://openalex.org/W6633616543","https://openalex.org/W6648725293","https://openalex.org/W6672247373","https://openalex.org/W6675979357","https://openalex.org/W6676769703","https://openalex.org/W6678045807","https://openalex.org/W6684145744","https://openalex.org/W6747564865","https://openalex.org/W7011765939","https://openalex.org/W7043180619"],"related_works":["https://openalex.org/W2759153199","https://openalex.org/W3040619330","https://openalex.org/W1992059001","https://openalex.org/W58944773","https://openalex.org/W2793291865","https://openalex.org/W2977699401","https://openalex.org/W2172492822","https://openalex.org/W2568378598","https://openalex.org/W3185644559","https://openalex.org/W3041410052"],"abstract_inverted_index":{"Machine":[0],"Learning":[1],"(ML)":[2],"has":[3,44],"been":[4,45],"enjoying":[5],"an":[6],"unprecedented":[7],"surge":[8],"in":[9,17,27,34,39,54,68,89,121,158],"applications":[10],"that":[11,173],"solve":[12],"problems":[13,52,120],"and":[14,37,50,57,114,127,132,136,139,152,182],"enable":[15],"automation":[16],"diverse":[18,86],"domains.":[19],"Primarily,":[20],"this":[21,100,143,161],"is":[22,77,162,174],"due":[23],"to":[24,47,118,155],"the":[25,28,83,110,146,167,176],"explosion":[26],"availability":[29],"of":[30,85,93,166,169,178],"data,":[31],"significant":[32],"improvements":[33],"ML":[35,43,64,87,115,157,170],"techniques,":[36],"advancement":[38],"computing":[40],"capabilities.":[41],"Undoubtedly,":[42],"applied":[46,117],"various":[48,61,90],"mundane":[49],"complex":[51],"arising":[53],"network":[55,73,97,140,180],"operation":[56,181],"management.":[58,183],"There":[59],"are":[60],"surveys":[62],"on":[63,109],"for":[65,71,171],"specific":[66,72],"areas":[67,92],"networking":[69,94],"or":[70],"technologies.":[74,98],"This":[75],"survey":[76,144],"original,":[78],"since":[79],"it":[80],"jointly":[81],"presents":[82],"application":[84],"techniques":[88,116],"key":[91],"across":[95],"different":[96,111],"In":[99],"way,":[101],"readers":[102],"will":[103],"benefit":[104],"from":[105],"a":[106,163],"comprehensive":[107],"discussion":[108],"learning":[112],"paradigms":[113],"fundamental":[119],"networking,":[122,172],"including":[123],"traffic":[124],"prediction,":[125],"routing":[126],"classification,":[128],"congestion":[129],"control,":[130],"resource":[131],"fault":[133],"management,":[134,138],"QoS":[135],"QoE":[137],"security.":[141],"Furthermore,":[142],"delineates":[145],"limitations,":[147],"give":[148],"insights,":[149],"research":[150],"challenges":[151],"future":[153],"opportunities":[154],"advance":[156],"networking.":[159],"Therefore,":[160],"timely":[164],"contribution":[165],"implications":[168],"pushing":[175],"barriers":[177],"autonomic":[179]},"counts_by_year":[{"year":2026,"cited_by_count":31},{"year":2025,"cited_by_count":91},{"year":2024,"cited_by_count":118},{"year":2023,"cited_by_count":125},{"year":2022,"cited_by_count":151},{"year":2021,"cited_by_count":199},{"year":2020,"cited_by_count":159},{"year":2019,"cited_by_count":106},{"year":2018,"cited_by_count":10}],"updated_date":"2026-05-27T09:02:27.158192","created_date":"2025-10-10T00:00:00"}