{"id":"https://openalex.org/W7131388453","doi":"https://doi.org/10.1109/mcom.001.2500421","title":"Agent-Based Network Architecture and Resource Management for Vehicle-Road-Cloud Collaboration","display_name":"Agent-Based Network Architecture and Resource Management for Vehicle-Road-Cloud Collaboration","publication_year":2026,"publication_date":"2026-02-25","ids":{"openalex":"https://openalex.org/W7131388453","doi":"https://doi.org/10.1109/mcom.001.2500421"},"language":null,"primary_location":{"id":"doi:10.1109/mcom.001.2500421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2500421","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","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/A5126842573","display_name":"Xinxin He","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxin He","raw_affiliation_strings":["Beijing University of Posts and Telecommunications (BUPT),Beijing Key Laboratory of Network System Architecture and Convergence,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications (BUPT),Beijing Key Laboratory of Network System Architecture and Convergence,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126849482","display_name":"Yang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126782904","display_name":"Zhiyong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Yang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126836884","display_name":"Yifei Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Gao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126813565","display_name":"Changchuan Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101880","display_name":"Institute of Scientific and Technical Information","ror":"https://ror.org/0170b6c09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210101880","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changchuan Yin","raw_affiliation_strings":["School of Information and Communication Engineering at BUPT,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering at BUPT,China","institution_ids":["https://openalex.org/I4210101880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126835890","display_name":"Shanzhi Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105679","display_name":"SDI Engineering (United States)","ror":"https://ror.org/01nfd5g36","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105679"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shanzhi Chen","raw_affiliation_strings":["China Information and Communication Technology Group Co., Ltd. (CICT),China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Information and Communication Technology Group Co., Ltd. (CICT),China","institution_ids":["https://openalex.org/I4210105679"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23042572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"64","issue":"4","first_page":"34","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.1793999969959259,"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"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.1793999969959259,"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/T10524","display_name":"Traffic control and management","score":0.15620000660419464,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.0640999972820282,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/resource-allocation","display_name":"Resource allocation","score":0.5508000254631042},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5406000018119812},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.508400022983551},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4837999939918518},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3610000014305115},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3515999913215637},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.3458999991416931},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.31769999861717224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8772000074386597},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.576200008392334},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5508000254631042},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5406000018119812},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.508400022983551},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4837999939918518},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3610000014305115},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3515999913215637},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.31769999861717224},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.3154999911785126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31220000982284546},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C68757728","wikidata":"https://www.wikidata.org/wiki/Q911082","display_name":"DEVS","level":3,"score":0.3059999942779541},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27410000562667847},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.26930001378059387},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.26510000228881836},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.001.2500421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2500421","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2928770669","display_name":null,"funder_award_id":"2024YFE0200300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3473508195","display_name":null,"funder_award_id":"2025TSQY05","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8825237058","display_name":"\u652f\u6301\u5feb\u901f\u79fb\u52a8\u7684\u5bc6\u96c6\u63a5\u5165\u7f51\u57fa\u7840\u7406\u8bba\u548c\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61931005","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"artificial":[1],"intelligence":[2],"models":[3,68,143],"(LAMs)":[4],"have":[5],"introduced":[6],"new":[7],"opportunities":[8],"to":[9,22,60,80,179,194,209,245],"6G":[10],"networks,":[11],"whereas":[12],"their":[13],"integration":[14],"into":[15],"vehicle-road-cloud":[16,49],"collaborative":[17],"systems":[18],"remains":[19],"challenging":[20],"due":[21],"insufficient":[23],"model":[24,88,125,156],"coordination":[25,182],"and":[26,43,77,84,90,110,115,128,144,154,176,218,236],"difficulties":[27],"in":[28,158],"dynamic":[29,134,160,181],"resource":[30,45,63,91,129,213,233],"adaptation.":[31],"To":[32,86],"address":[33,195],"these":[34],"issues,":[35],"this":[36,52],"article":[37],"proposes":[38],"an":[39],"agent-based":[40],"network":[41,208],"architecture":[42],"a":[44,95,165,189,201,206],"management":[46,97],"method":[47,230],"for":[48,99,140,148,169,215],"collaboration.":[50],"In":[51],"architecture,":[53],"the":[54,72,100,105,111,137,145,228],"cloud":[55],"agent":[56,76,79,101],"conducts":[57],"largescale":[58],"pre-training":[59],"characterize":[61],"global":[62,219],"allocation":[64,130,214],"dynamics,":[65],"while":[66],"lightweight":[67],"are":[69],"deployed":[70],"at":[71],"road-side":[73],"unit":[74],"(RSU)":[75],"vehicle":[78],"enable":[81],"real-time":[82],"inference":[83,157],"decision-making.":[85],"balance":[87],"performance":[89,108],"consumption,":[92],"we":[93,118,163],"introduce":[94],"lifecycle":[96],"strategy":[98],"network.":[102],"By":[103],"analyzing":[104],"relationship":[106],"between":[107],"gain":[109],"consumption":[112],"of":[113,136,183],"communication":[114],"computation":[116],"resources,":[117],"jointly":[119],"optimize":[120],"training":[121],"data":[122],"sampling":[123],"rates,":[124],"pruning":[126],"ratio,":[127],"strategies.":[131],"This":[132],"enables":[133],"adjustment":[135],"update":[138],"frequency":[139,147],"cloud-based":[141],"large":[142],"fine-tuning":[146],"edge-side":[149],"models,":[150],"thereby":[151],"ensuring":[152],"continuous":[153],"high-efficiency":[155],"resource-constrained":[159],"scenarios.":[161],"Additionally,":[162],"design":[164],"decision":[166,190,246],"LAM":[167,192],"(D-LAM)":[168],"single-task":[170],"scenarios,":[171,198],"which":[172,199],"employs":[173],"sequence":[174],"modeling":[175],"temporal":[177],"embedding":[178],"achieve":[180],"multi-dimensional":[184],"resources.":[185],"We":[186],"further":[187],"develop":[188],"multi-task":[191,197],"(DM-LAM)":[193],"complex":[196],"integrates":[200],"mixture-of-experts":[202],"(MoE)":[203],"mechanism":[204],"with":[205],"gating":[207],"support":[210],"both":[211],"personalized":[212],"individual":[216],"tasks":[217],"optimization":[220],"across":[221],"heterogeneous":[222],"tasks.":[223],"Experimental":[224],"results":[225],"demonstrate":[226],"that":[227],"proposed":[229],"significantly":[231],"improves":[232],"utilization":[234],"efficiency":[235],"achieves":[237],"10":[238],"$1.2%":[239],"higher":[240],"task":[241],"completion":[242],"rates":[243],"compared":[244],"transformer":[247],"model.":[248]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-02-26T00:00:00"}
