{"id":"https://openalex.org/W4389543038","doi":"https://doi.org/10.1109/tvt.2023.3340647","title":"Cost-Aware Computation Offloading and Resource Allocation in Ultra-Dense Multi-Cell, Multi-User and Multi-Task MEC Networks","display_name":"Cost-Aware Computation Offloading and Resource Allocation in Ultra-Dense Multi-Cell, Multi-User and Multi-Task MEC Networks","publication_year":2023,"publication_date":"2023-12-11","ids":{"openalex":"https://openalex.org/W4389543038","doi":"https://doi.org/10.1109/tvt.2023.3340647"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2023.3340647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2023.3340647","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","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/A5020472754","display_name":"Tianqing Zhou","orcid":"https://orcid.org/0000-0002-3176-0358"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianqing Zhou","raw_affiliation_strings":["School of Information Engineering, East China Jiaotong University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-3176-0358","affiliations":[{"raw_affiliation_string":"School of Information Engineering, East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023671518","display_name":"Xinliang Zeng","orcid":"https://orcid.org/0000-0001-6378-2220"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinliang Zeng","raw_affiliation_strings":["School of Information Engineering, East China Jiaotong University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0001-6378-2220","affiliations":[{"raw_affiliation_string":"School of Information Engineering, East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087960537","display_name":"Dong Qin","orcid":"https://orcid.org/0000-0002-9210-9067"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Qin","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-9210-9067","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008181744","display_name":"Nan Jiang","orcid":"https://orcid.org/0000-0003-1712-1872"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Jiang","raw_affiliation_strings":["School of Information Engineering, East China Jiaotong University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0003-1712-1872","affiliations":[{"raw_affiliation_string":"School of Information Engineering, East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063814809","display_name":"Xuefang Nie","orcid":"https://orcid.org/0000-0002-5657-7445"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefang Nie","raw_affiliation_strings":["School of Information Engineering, East China Jiaotong University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-5657-7445","affiliations":[{"raw_affiliation_string":"School of Information Engineering, East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083864182","display_name":"Chunguo Li","orcid":"https://orcid.org/0000-0002-4689-7226"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunguo Li","raw_affiliation_strings":["School of Information Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4689-7226","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5444,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89707434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"73","issue":"5","first_page":"6642","last_page":"6657"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9959999918937683,"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":0.9959999918937683,"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.9587000012397766,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13553","display_name":"Age of Information Optimization","score":0.9343000054359436,"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":0.8276203870773315},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.78203284740448},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.778235673904419},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6324887871742249},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6163248419761658},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5722814202308655},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5317823886871338},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.511305570602417},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5106790661811829},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.48938149213790894},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.48840540647506714},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.44693008065223694},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4387722909450531},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.410777747631073},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28594470024108887},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1714453399181366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09499967098236084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09192454814910889}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8276203870773315},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.78203284740448},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.778235673904419},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6324887871742249},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6163248419761658},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5722814202308655},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5317823886871338},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.511305570602417},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5106790661811829},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.48938149213790894},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.48840540647506714},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.44693008065223694},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4387722909450531},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.410777747631073},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28594470024108887},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1714453399181366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09499967098236084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09192454814910889},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2023.3340647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2023.3340647","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","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":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1511529283","display_name":null,"funder_award_id":"20212BAB212001","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G222540349","display_name":null,"funder_award_id":"20212BAB202004","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G2258305818","display_name":null,"funder_award_id":"20232ACB212005","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G356719785","display_name":null,"funder_award_id":"62261020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3569673289","display_name":null,"funder_award_id":"20224BAB202001","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5111677810","display_name":"\u57fa\u4e8e\u7c92\u5b50\u6ee4\u6ce2\u7684\u6df1\u5ea6\u5b66\u4e60\u540c\u6b65\u5b9a\u4f4d\u4e0e\u5730\u56fe\u6784\u5efa\u7814\u7a76","funder_award_id":"61963017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5441692503","display_name":"\u9762\u5411\u667a\u80fd\u8f66\u8def\u534f\u540c\u7684\u8d85\u5bc6\u96c6\u5f02\u6784\u4e91\u96fe\u7f51\u7edc\u8d44\u6e90\u7ba1\u7406\u6280\u672f\u7814\u7a76","funder_award_id":"61961020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7086620112","display_name":"\u9762\u5411\u7269\u8054\u7f51\u7684\u591a\u5c42\u8026\u5408\u7f51\u7edc\u6f14\u5316\u6a21\u578b\u4e0e\u65f6\u7a7a\u52a8\u529b\u5b66\u884c\u4e3a\u7814\u7a76","funder_award_id":"62062034","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7286559263","display_name":null,"funder_award_id":"62001201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7900524298","display_name":null,"funder_award_id":"62171119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8037926764","display_name":null,"funder_award_id":"62361026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8989027483","display_name":null,"funder_award_id":"20232BAB202019","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2117595234","https://openalex.org/W2586541704","https://openalex.org/W2751904527","https://openalex.org/W2792758175","https://openalex.org/W2807538159","https://openalex.org/W2896883140","https://openalex.org/W2902723719","https://openalex.org/W2912496986","https://openalex.org/W2916889275","https://openalex.org/W2920011362","https://openalex.org/W2946965997","https://openalex.org/W2949276835","https://openalex.org/W2959927339","https://openalex.org/W2963684920","https://openalex.org/W2964054168","https://openalex.org/W2970866953","https://openalex.org/W3005039536","https://openalex.org/W3009963213","https://openalex.org/W3011317018","https://openalex.org/W3011724776","https://openalex.org/W3027234883","https://openalex.org/W3036749975","https://openalex.org/W3108122564","https://openalex.org/W3137846090","https://openalex.org/W3187597042","https://openalex.org/W3203418782","https://openalex.org/W4200635135","https://openalex.org/W4283687890","https://openalex.org/W4290851513","https://openalex.org/W4385975891"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W3014317926","https://openalex.org/W2917127270","https://openalex.org/W3185499500"],"abstract_inverted_index":{"When":[0],"many":[1],"users":[2],"offload":[3],"computation":[4,23,69,133],"tasks":[5],"to":[6,16,25,103],"edge":[7,11,19,89],"servers":[8],"in":[9,71,171],"mobile":[10],"computing":[12],"(MEC)":[13],"networks,":[14],"how":[15],"economically":[17],"utilize":[18],"nodes":[20],"with":[21,153],"limited":[22],"resources":[24,70],"ensure":[26],"users'":[27],"quality":[28],"of":[29,51,66,112,145],"experiences":[30],"(QoEs)":[31],"is":[32,79,96,136,161],"a":[33,128],"vital":[34],"issue,":[35],"especially":[36],"for":[37,132],"an":[38,100,147],"ultra-dense":[39],"multi-cell,":[40],"multi-user,":[41],"and":[42,64,68,88,121,142],"multi-task":[43],"framework.":[44],"To":[45],"minimize":[46],"the":[47,75,92,114,122,139,164,173],"task":[48,61,76,174],"processing":[49,77,175],"cost":[50,78,176],"all":[52],"users,":[53],"we":[54,98],"try":[55],"jointly":[56],"optimizing":[57],"computational":[58],"offloading":[59,62,134],"decisions,":[60],"proportion,":[63],"allocation":[65],"communication":[67],"this":[72],"paper.":[73],"Herein,":[74],"mainly":[80],"caused":[81],"by":[82,109],"local":[83],"energy":[84],"consumption,":[85],"wireless":[86],"communication,":[87],"computing.":[90],"Although":[91],"proposed":[93],"optimization":[94,126],"problem":[95],"non-convex,":[97],"design":[99],"efficient":[101],"algorithm":[102,119,130,148,166],"find":[104],"its":[105],"optimum":[106],"solution.":[107],"Specifically,":[108],"taking":[110],"advantage":[111],"both":[113],"improved":[115,123],"artificial":[116],"fish":[117],"swarm":[118,125],"(IAFSA)":[120],"particle":[124],"(IPSO),":[127],"hierarchical":[129],"used":[131],"(HACO)":[135],"designed.":[137],"Then,":[138],"convergence,":[140],"complexity,":[141],"parallel":[143],"implementation":[144],"such":[146],"are":[149],"analyzed.":[150],"Finally,":[151],"compared":[152],"other":[154],"existing":[155],"algorithms":[156],"through":[157],"simulation":[158],"experiments,":[159],"it":[160],"verified":[162],"that":[163],"designed":[165],"may":[167],"achieve":[168],"better":[169],"performance":[170],"reducing":[172],"under":[177],"strict":[178],"delay":[179],"constraints.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
