{"id":"https://openalex.org/W4405934522","doi":"https://doi.org/10.1109/mnet.2024.3524611","title":"Large Models for Resource Allocation in Edge Computing Power Networks","display_name":"Large Models for Resource Allocation in Edge Computing Power Networks","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405934522","doi":"https://doi.org/10.1109/mnet.2024.3524611"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2024.3524611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3524611","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5025968154","display_name":"Liyan Sui","orcid":"https://orcid.org/0000-0002-4607-0560"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyan Sui","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-4607-0560","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365764","display_name":"Ke Zhang","orcid":"https://orcid.org/0000-0003-3081-7751"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-3081-7751","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100676496","display_name":"Fan Wu","orcid":"https://orcid.org/0000-0002-3525-9085"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Wu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3525-9085","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101857684","display_name":"Xiaoyan Huang","orcid":"https://orcid.org/0000-0002-3487-5521"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Huang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3487-5521","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.1363,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80650854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"39","issue":"4","first_page":"82","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9502000212669373,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9502000212669373,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9049000144004822,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7867118120193481},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5784051418304443},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5350815653800964},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.509722888469696},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5017349720001221},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4903848171234131},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45689722895622253},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4274156391620636},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2672974169254303},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.17803600430488586},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09650737047195435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7867118120193481},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5784051418304443},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5350815653800964},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.509722888469696},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5017349720001221},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4903848171234131},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45689722895622253},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4274156391620636},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2672974169254303},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.17803600430488586},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09650737047195435}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.2024.3524611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3524611","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2911978475","https://openalex.org/W4387914678","https://openalex.org/W4389495316","https://openalex.org/W4392612897","https://openalex.org/W4393028202","https://openalex.org/W4393065402","https://openalex.org/W4393372064","https://openalex.org/W4394627470","https://openalex.org/W4399665795","https://openalex.org/W4400189304","https://openalex.org/W4401113704","https://openalex.org/W4401358158","https://openalex.org/W6738796088","https://openalex.org/W6851775633","https://openalex.org/W6856823467"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Computing":[0,51],"Power":[1,52],"Network":[2,53],"(CPN),":[3],"as":[4],"an":[5,49],"integration":[6],"of":[7,22,76,127,139,149],"heterogeneous":[8,103],"computing":[9,71],"resources,":[10],"has":[11],"turned":[12],"to":[13,16,31,86,107,172],"be":[14],"difficult":[15],"cope":[17],"with":[18,101],"the":[19,32,74,125,137,143,147,186,192,202],"rapid":[20],"growth":[21],"end":[23],"users":[24],"and":[25,40,63,105,132,159,182,208],"strict":[26],"task":[27,130,175,206],"delay":[28],"constraints":[29],"due":[30,85],"possible":[33],"long-distance":[34,57],"transmission":[35,58],"between":[36],"its":[37,87],"service":[38],"facilities":[39],"remote":[41],"users.":[42],"To":[43,112,145],"overcome":[44],"this":[45,150,196],"problem,":[46],"we":[47,116,152],"propose":[48,117],"Edge":[50],"(ECPN),":[54],"which":[55],"reduces":[56,198],"overhead,":[59],"optimizes":[60],"resource":[61,77,133],"utilization,":[62],"improves":[64],"system":[65],"performance":[66],"by":[67],"fully":[68],"utilizing":[69],"edge":[70],"resources.":[72],"In":[73],"area":[75],"scheduling,":[78],"traditional":[79,93],"machine":[80,94],"learning":[81,95,170],"is":[82],"widely":[83],"used":[84],"fast":[88],"problem":[89],"solving":[90],"capabilities.":[91],"However,":[92],"faces":[96],"challenges":[97],"in":[98,129,142,185,195,212],"ECPN,":[99],"particularly":[100],"handling":[102],"tasks":[104],"adapting":[106],"highly":[108],"dynamic":[109],"network":[110],"conditions.":[111],"address":[113],"these":[114],"challenges,":[115],"a":[118,154,161],"large":[119,140,162],"model-enabled":[120],"ECPN":[121,128],"framework":[122,197],"that":[123,178,191],"enhances":[124,209],"capabilities":[126],"offloading":[131],"allocation":[134],"while":[135],"optimizing":[136],"deployment":[138],"models":[141],"framework.":[144],"demonstrate":[146,190],"advantages":[148],"framework,":[151],"introduce":[153],"smart":[155],"transportation":[156],"application":[157],"scenario":[158],"employ":[160],"language":[163],"model":[164],"based":[165],"graph":[166],"multi-agent":[167],"deep":[168],"reinforcement":[169],"algorithm":[171,193],"determine":[173],"optimal":[174],"matching":[176],"strategies":[177],"balance":[179],"energy":[180,199],"consumption":[181],"privacy":[183,210],"protection":[184,211],"ECPN.":[187,213],"Experimental":[188],"results":[189],"applied":[194],"consumption,":[200],"decreases":[201],"convergence":[203],"time":[204],"for":[205],"matching,":[207]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}