{"id":"https://openalex.org/W4312745481","doi":"https://doi.org/10.1109/mwc.004.2200025","title":"Knowledge Transfer and Reuse: A Case Study of Ai-Enabled Resource Management in RAN Slicing","display_name":"Knowledge Transfer and Reuse: A Case Study of Ai-Enabled Resource Management in RAN Slicing","publication_year":2022,"publication_date":"2022-12-26","ids":{"openalex":"https://openalex.org/W4312745481","doi":"https://doi.org/10.1109/mwc.004.2200025"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.004.2200025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.004.2200025","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications","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/A5100396832","display_name":"Hao Zhou","orcid":"https://orcid.org/0000-0001-9764-1012"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hao Zhou","raw_affiliation_strings":["University of Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"University of Ottawa,Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089891162","display_name":"Melike Erol\u2010Kantarci","orcid":"https://orcid.org/0000-0001-6787-8457"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Melike Erol-Kantarci","raw_affiliation_strings":["University of Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"University of Ottawa,Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Princeton University,USA"],"affiliations":[{"raw_affiliation_string":"Princeton University,USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100396832"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":3.4099,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.92791653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"30","issue":"5","first_page":"160","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9958999752998352,"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":0.9958999752998352,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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":0.88099205493927},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5662713050842285},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5357173681259155},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.5276193618774414},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5112607479095459},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.5015888214111328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42473888397216797},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3380613327026367},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2385997474193573},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14977508783340454}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.88099205493927},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5662713050842285},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5357173681259155},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.5276193618774414},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5112607479095459},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.5015888214111328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42473888397216797},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3380613327026367},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2385997474193573},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14977508783340454},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwc.004.2200025","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.004.2200025","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.47999998927116394,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2624944960","https://openalex.org/W2961380111","https://openalex.org/W2969985720","https://openalex.org/W3002229233","https://openalex.org/W3008502609","https://openalex.org/W3010109240","https://openalex.org/W3012427268","https://openalex.org/W3094736543","https://openalex.org/W3115726903","https://openalex.org/W3209282794","https://openalex.org/W4206494827"],"related_works":["https://openalex.org/W2393746923","https://openalex.org/W2972496411","https://openalex.org/W4239223006","https://openalex.org/W3033662781","https://openalex.org/W2137530048","https://openalex.org/W2360869927","https://openalex.org/W2050876785","https://openalex.org/W2074642116","https://openalex.org/W3164401656","https://openalex.org/W2392031372"],"abstract_inverted_index":{"An":[0],"efficient":[1],"resource":[2,54,91,118,188],"management":[3,55,92,119],"scheme":[4],"is":[5,47],"critical":[6],"to":[7,49,127,165,171],"enable":[8],"network":[9,57,80,94],"slicing":[10,58],"in":[11,15,77,152,176,191],"5G":[12],"networks":[13],"and":[14,19,41,56,93,96,101,106,116,156,180],"envisioned":[16],"6G":[17],"networks,":[18,179],"artificial":[20],"intelligence":[21],"(AI)":[22],"techniques":[23,59,105],"offer":[24],"promising":[25],"solutions.":[26],"Considering":[27],"the":[28,139,146,187],"rapidly":[29],"emerging":[30],"new":[31],"machine":[32,102],"learning":[33,103,126],"techniques,":[34],"such":[35,67],"as":[36],"graph":[37],"learning,":[38,40,43],"federated":[39],"transfer":[42,76,115,125,155,174],"a":[44,68,167,183],"timely":[45],"survey":[46,69],"needed":[48],"provide":[50,87,182],"an":[51,72],"overview":[52],"of":[53,60,74,141,149],"AI-enabled":[61,113,177],"wireless":[62,178],"networks.":[63],"This":[64],"article":[65],"provides":[66],"along":[70],"with":[71,132],"application":[73],"knowledge":[75,114,154,173],"radio":[78],"access":[79],"(RAN)":[81],"slicing.":[82,193],"In":[83],"particular,":[84],"we":[85,110,123,181],"first":[86],"some":[88],"background":[89],"on":[90,138],"slicing,":[95],"review":[97],"relevant":[98],"state-of-the-art":[99],"AI":[100],"(ML)":[104],"their":[107],"applications.":[108],"Then,":[109],"introduce":[111],"our":[112],"reuse-based":[117],"(AKRM)":[120],"scheme,":[121],"where":[122],"apply":[124],"improve":[128],"system":[129],"performance.":[130],"Compared":[131],"most":[133],"existing":[134],"works,":[135],"which":[136],"focus":[137],"training":[140],"standalone":[142],"agents":[143],"from":[144],"scratch,":[145],"main":[147],"difference":[148],"AKRM":[150],"lies":[151],"its":[153],"reuse":[157],"capability":[158],"between":[159],"different":[160],"tasks.":[161],"Our":[162],"paper":[163],"aims":[164],"be":[166],"roadmap":[168],"for":[169],"researchers":[170],"use":[172],"schemes":[175],"case":[184],"study":[185],"over":[186],"allocation":[189],"problem":[190],"RAN":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
