{"id":"https://openalex.org/W4392981672","doi":"https://doi.org/10.1109/icaiic60209.2024.10463325","title":"Machine Learning Based 5G Network Slicing Management and Classification","display_name":"Machine Learning Based 5G Network Slicing Management and Classification","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392981672","doi":"https://doi.org/10.1109/icaiic60209.2024.10463325"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463325","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5113147475","display_name":"Zong-Xun Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Zong-Xun Wu","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102632819","display_name":"Yun-Zhe You","orcid":null},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yun-Zhe You","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031038012","display_name":"Chien-Chang Liu","orcid":"https://orcid.org/0000-0003-2131-1855"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Chang Liu","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317","institution_ids":["https://openalex.org/I22265921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074765626","display_name":"Li\u2010Der Chou","orcid":"https://orcid.org/0000-0003-2044-3119"},"institutions":[{"id":"https://openalex.org/I22265921","display_name":"National Central University","ror":"https://ror.org/00944ve71","country_code":"TW","type":"education","lineage":["https://openalex.org/I22265921"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Der Chou","raw_affiliation_strings":["National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317"],"affiliations":[{"raw_affiliation_string":"National Central University,Department of Computer Science and Information Engineering,Taoyuan,Taiwan,320317","institution_ids":["https://openalex.org/I22265921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113147475"],"corresponding_institution_ids":["https://openalex.org/I22265921"],"apc_list":null,"apc_paid":null,"fwci":3.3879,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9253038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9429000020027161,"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":0.9429000020027161,"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":0.7957977652549744},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.7905617356300354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5023906230926514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38662096858024597},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2505492568016052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7957977652549744},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.7905617356300354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5023906230926514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38662096858024597},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2505492568016052}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463325","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W88582300","https://openalex.org/W2585623668","https://openalex.org/W2800788706","https://openalex.org/W2902834302","https://openalex.org/W2903092487","https://openalex.org/W2904277101","https://openalex.org/W2954022626","https://openalex.org/W2972437493","https://openalex.org/W2982576723","https://openalex.org/W2989178978","https://openalex.org/W2997591727","https://openalex.org/W3012981875","https://openalex.org/W3013330736","https://openalex.org/W3047336578","https://openalex.org/W3086709401","https://openalex.org/W3106815853","https://openalex.org/W3191093003","https://openalex.org/W3213197090","https://openalex.org/W4313399633","https://openalex.org/W4319868806","https://openalex.org/W4322741021","https://openalex.org/W4383899651"],"related_works":["https://openalex.org/W2319961983","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Due":[0],"to":[1,27,42,80,96,152],"the":[2,6,19,22,59,65,98,110,122,135,146,153],"rapid":[3],"development":[4],"of":[5,24,35,50,67,105,148,157],"Internet,":[7],"network":[8,53,61,68,78,83,87,99,155],"bandwidth":[9],"and":[10,15,63,85,101,112,144],"stability":[11],"are":[12],"becoming":[13],"more":[14,16],"important.":[17],"With":[18],"increase":[20],"in":[21,56],"number":[23],"users,":[25],"how":[26],"make":[28],"each":[29,51,76,149,158],"user":[30],"have":[31],"a":[32,103],"high":[33],"Quality":[34],"Service":[36],"(QoS)":[37],"is":[38],"an":[39,127],"urgent":[40],"problem":[41],"be":[43],"solved.":[44],"5G":[45,71,130],"slicing":[46,72],"allows":[47],"flexible":[48],"management":[49],"user's":[52,77],"usage,":[54],"which":[55],"turn":[57],"optimizes":[58],"overall":[60,82],"usage":[62,79,84],"reduces":[64],"consumption":[66],"resources.":[69],"The":[70],"can":[73],"flexibly":[74],"manage":[75],"optimize":[81,145],"reduce":[86],"resource":[88],"consumption.":[89],"In":[90],"this":[91],"paper,":[92],"use":[93],"machine":[94,117],"learning":[95,118],"analyze":[97,102],"traffic,":[100],"total":[104],"141":[106],"different":[107,116],"applications":[108],"on":[109,115,121,134],"network,":[111],"conduct":[113],"experiments":[114],"models.":[119],"Based":[120,133],"above":[123,136],"experimental":[124],"results,":[125,139],"propose":[126],"algorithm":[128],"for":[129],"slice":[131,150],"management.":[132],"traffic":[137,156],"analysis":[138],"we":[140],"will":[141],"dynamically":[142],"configure":[143],"resources":[147],"according":[151],"current":[154],"user.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}