{"id":"https://openalex.org/W4399415795","doi":"https://doi.org/10.1109/jiot.2024.3410176","title":"Efficient IoV Resource Management Through Enhanced Clustering, Matching, and Offloading in DT-Enabled Edge Computing","display_name":"Efficient IoV Resource Management Through Enhanced Clustering, Matching, and Offloading in DT-Enabled Edge Computing","publication_year":2024,"publication_date":"2024-06-06","ids":{"openalex":"https://openalex.org/W4399415795","doi":"https://doi.org/10.1109/jiot.2024.3410176"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3410176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3410176","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5015140613","display_name":"Xiaoming Yuan","orcid":"https://orcid.org/0000-0001-8006-364X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Yuan","raw_affiliation_strings":["Hebei Key Laboratory of Marine Perception Network and Data Processing, Northeastern University at Qinhuangdao, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0001-8006-364X","affiliations":[{"raw_affiliation_string":"Hebei Key Laboratory of Marine Perception Network and Data Processing, Northeastern University at Qinhuangdao, Qinhuangdao, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112893931","display_name":"Wenyuan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyuan Zhang","raw_affiliation_strings":["Qinhuangdao Branch Campus, Northeastern University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinhuangdao Branch Campus, Northeastern University, Qinhuangdao, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759139","display_name":"Jiayu Yang","orcid":"https://orcid.org/0000-0002-3225-7543"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Yang","raw_affiliation_strings":["Qinhuangdao Branch Campus, Northeastern University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinhuangdao Branch Campus, Northeastern University, Qinhuangdao, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053209543","display_name":"Minrui Xu","orcid":"https://orcid.org/0000-0002-8203-8146"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Minrui Xu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-8203-8146","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7442-7416","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001074845","display_name":"Qingxu Deng","orcid":"https://orcid.org/0000-0002-5185-6306"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxu Deng","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-5185-6306","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015340798","display_name":"Changle Li","orcid":"https://orcid.org/0000-0003-2568-8908"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changle Li","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, Xidian University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-2568-8908","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7543,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96588846,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"18","first_page":"30172","last_page":"30186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991999864578247,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991999864578247,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9789000153541565,"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/T11478","display_name":"Caching and Content Delivery","score":0.9750000238418579,"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":0.8207638263702393},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.672471821308136},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5939697027206421},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5482653975486755},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5353978276252747},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5022869110107422},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4939723610877991},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4331586956977844},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4263666272163391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1501583755016327}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8207638263702393},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.672471821308136},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5939697027206421},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5482653975486755},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5353978276252747},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5022869110107422},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4939723610877991},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4331586956977844},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4263666272163391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1501583755016327},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3410176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3410176","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G1153030480","display_name":null,"funder_award_id":"62371116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2471470490","https://openalex.org/W2754022592","https://openalex.org/W2913196913","https://openalex.org/W2914261331","https://openalex.org/W2964221923","https://openalex.org/W3009483188","https://openalex.org/W3040668711","https://openalex.org/W3118825529","https://openalex.org/W3134344446","https://openalex.org/W3137756056","https://openalex.org/W3201958017","https://openalex.org/W3212172638","https://openalex.org/W3214755690","https://openalex.org/W4205917004","https://openalex.org/W4206100513","https://openalex.org/W4210479088","https://openalex.org/W4210702727","https://openalex.org/W4214882335","https://openalex.org/W4293081813","https://openalex.org/W4296707125","https://openalex.org/W4297539711","https://openalex.org/W4308542746","https://openalex.org/W4313887269","https://openalex.org/W4315786268","https://openalex.org/W4318479101","https://openalex.org/W4320351983","https://openalex.org/W4320802300","https://openalex.org/W4324116470","https://openalex.org/W4360995038","https://openalex.org/W4376865233","https://openalex.org/W4378576131","https://openalex.org/W4378895264","https://openalex.org/W4379145138","https://openalex.org/W4381053583","https://openalex.org/W4381376714","https://openalex.org/W4385813894","https://openalex.org/W4386038516","https://openalex.org/W4386322353","https://openalex.org/W4386494564","https://openalex.org/W4386646592","https://openalex.org/W4390284832"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2945502068","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285"],"abstract_inverted_index":{"The":[0],"integration":[1],"of":[2,19,111,123,149],"edge":[3,62,100],"computing":[4,73,101,151],"with":[5,78,113,140],"digital":[6],"twins":[7],"(DTs)":[8],"has":[9],"been":[10],"instrumental":[11],"in":[12,16,23],"driving":[13],"substantial":[14],"advancements":[15],"the":[17,28,57,71,79,93,97,114,121,141,147,171,180,185,192,201,206,212],"Internet":[18],"Vehicles":[20],"(IoV)":[21],"domain":[22],"recent":[24],"times,":[25],"particularly":[26],"within":[27],"6G":[29],"wireless":[30],"networks":[31],"where":[32,92],"DTs":[33],"enable":[34],"real-time":[35],"simulation,":[36],"monitoring,":[37],"analysis,":[38],"and":[39,67,70,191,205,229],"high-speed":[40,58,126],"transmissions":[41],"for":[42],"connected":[43],"vehicles.":[44],"Despite":[45],"these":[46,86],"benefits,":[47],"several":[48],"challenges":[49],"arise,":[50],"including":[51],"dynamic":[52],"network":[53],"topologies":[54],"resulting":[55],"from":[56],"vehicle":[59],"mobility,":[60],"frequent":[61],"server":[63],"switches":[64],"causing":[65],"instability":[66],"increased":[68],"latency,":[69],"limited":[72],"resources":[74,152],"struggling":[75],"to":[76,119,136,154,169],"cope":[77],"demanding":[80],"computational":[81,156],"tasks.":[82],"This":[83,176],"article":[84],"addresses":[85],"issues":[87],"by":[88,183],"proposing":[89],"a":[90,130,161],"framework":[91],"vehicles":[94,124,139],"serve":[95],"as":[96,221],"auxiliary":[98,142],"mobile":[99],"(MEC)":[102],"servers.":[103,144],"It":[104],"introduces":[105],"an":[106],"enhanced":[107],"density-based":[108],"spatial":[109],"clustering":[110,122,203,222],"applications":[112],"noise":[115],"(DBSCAN)":[116],"algorithm":[117,133],"designed":[118],"improve":[120],"under":[125],"movement":[127],"scenarios.":[128],"Moreover,":[129],"multi-to-multi":[131],"matching":[132],"is":[134,167],"devised":[135],"effectively":[137],"associate":[138],"MEC":[143],"To":[145],"alleviate":[146],"problem":[148],"insufficient":[150],"due":[153],"intense":[155],"loads":[157],"during":[158],"DT":[159],"updates,":[160],"deep":[162,188,194],"reinforcement":[163],"learning":[164],"(DRL)-based":[165],"approach":[166],"utilized":[168],"make":[170],"optimal":[172],"computation":[173],"offloading":[174,181,208],"decisions.":[175],"work":[177],"further":[178],"refines":[179],"strategy":[182],"adopting":[184],"improved":[186],"double":[187],"Q-network":[189,195],"(DDQN)":[190],"dueling":[193],"algorithms.":[196],"Simulation":[197],"experiments":[198],"validate":[199],"that":[200],"proposed":[202],"improvement":[204],"DRL-based":[207],"decision-making":[209],"scheme":[210],"outperform":[211],"existing":[213],"baseline":[214],"methods":[215],"across":[216],"multiple":[217],"performance":[218],"metrics,":[219],"such":[220],"effectiveness,":[223],"processing":[224],"latency":[225],"reduction,":[226],"algorithmic":[227],"efficiency,":[228],"convergence":[230],"rate.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":22}],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2025-10-10T00:00:00"}