{"id":"https://openalex.org/W4392719571","doi":"https://doi.org/10.1109/tsc.2024.3376240","title":"Dynamic Task Offloading and Resource Allocation for NOMA-Aided Mobile Edge Computing: An Energy Efficient Design","display_name":"Dynamic Task Offloading and Resource Allocation for NOMA-Aided Mobile Edge Computing: An Energy Efficient Design","publication_year":2024,"publication_date":"2024-03-12","ids":{"openalex":"https://openalex.org/W4392719571","doi":"https://doi.org/10.1109/tsc.2024.3376240"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2024.3376240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2024.3376240","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","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/A5100383032","display_name":"Ying Chen","orcid":"https://orcid.org/0000-0002-0844-0882"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Chen","raw_affiliation_strings":["Computer School, Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035772330","display_name":"Jiajie Xu","orcid":"https://orcid.org/0000-0002-1251-5090"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajie Xu","raw_affiliation_strings":["Computer School, Beijing Information Science and Technology University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuan Wu","orcid":"https://orcid.org/0000-0003-2044-4023"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yuan Wu","raw_affiliation_strings":["State Key Lab of Internet of Things for Smart City, University of Macau, Macao, China","Department of Computer and Information Science, University of Macau, Macao, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Internet of Things for Smart City, University of Macau, Macao, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macao, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086403520","display_name":"Jie Gao","orcid":"https://orcid.org/0000-0001-6095-2968"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jie Gao","raw_affiliation_strings":["School of Information Technology, Carleton University, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100765829","display_name":"Lian Zhao","orcid":"https://orcid.org/0000-0002-5602-1738"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lian Zhao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Toronto Metropolitan University, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Toronto Metropolitan University, Toronto, ON, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100383032"],"corresponding_institution_ids":["https://openalex.org/I78675632"],"apc_list":null,"apc_paid":null,"fwci":17.5126,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.99498114,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"17","issue":"4","first_page":"1492","last_page":"1503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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/T13553","display_name":"Age of Information Optimization","score":0.9948999881744385,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9926000237464905,"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":0.8985669612884521},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.7212405204772949},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.62830650806427},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.592022716999054},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.4916413426399231},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4741094708442688},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.47203031182289124},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4658544659614563},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.46393874287605286},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4558613896369934},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.43549472093582153},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.34170347452163696},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.2483942210674286},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24400606751441956},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.20528468489646912},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12642648816108704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08836087584495544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8985669612884521},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.7212405204772949},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.62830650806427},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.592022716999054},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.4916413426399231},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4741094708442688},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.47203031182289124},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4658544659614563},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.46393874287605286},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4558613896369934},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.43549472093582153},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.34170347452163696},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2483942210674286},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24400606751441956},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.20528468489646912},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12642648816108704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08836087584495544},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/tsc.2024.3376240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2024.3376240","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1871185029","display_name":null,"funder_award_id":"2022A1515011287","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G2924039529","display_name":null,"funder_award_id":"L232050","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2137152139","https://openalex.org/W2593769694","https://openalex.org/W2791432311","https://openalex.org/W2897500530","https://openalex.org/W2901845465","https://openalex.org/W2916024133","https://openalex.org/W2929521712","https://openalex.org/W2963060851","https://openalex.org/W2982536853","https://openalex.org/W2996741864","https://openalex.org/W3007987776","https://openalex.org/W3014297757","https://openalex.org/W3014610035","https://openalex.org/W3080609575","https://openalex.org/W3105504538","https://openalex.org/W3134581257","https://openalex.org/W3200117038","https://openalex.org/W3203523248","https://openalex.org/W3207104615","https://openalex.org/W4205100419","https://openalex.org/W4206731724","https://openalex.org/W4206752022","https://openalex.org/W4212773196","https://openalex.org/W4213429873","https://openalex.org/W4225730496","https://openalex.org/W4225991068","https://openalex.org/W4285218726","https://openalex.org/W4312354825","https://openalex.org/W4312588618","https://openalex.org/W4317815264","https://openalex.org/W4376643890","https://openalex.org/W4389692482","https://openalex.org/W4390204245"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W4225987626","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/W2917127270","https://openalex.org/W4406207611"],"abstract_inverted_index":{"In":[0,75],"recent":[1],"years,":[2],"the":[3,28,52,70,80,87,102,115,125,146,201,207],"Internet":[4],"of":[5,27,36,54,72],"Things":[6],"(IoT)":[7],"and":[8,18,33,93,100,109,144,180,198],"mobile":[9,39],"communication":[10],"technologies":[11],"have":[12,22],"developed":[13],"rapidly.":[14],"Meanwhile,":[15],"many":[16],"delay-sensitive":[17],"computation-intensive":[19],"IoT":[20,37,55],"services":[21],"been":[23],"widely":[24],"applied.":[25],"Because":[26],"limited":[29],"computing":[30,41,94],"resources,":[31],"storage,":[32],"battery":[34],"capacity":[35],"devices,":[38],"edge":[40],"(MEC)":[42],"is":[43,112],"emerging":[44],"as":[45,64,104],"a":[46,65,105,129,191],"promising":[47],"paradigm":[48],"to":[49,68,113,153,170],"help":[50],"process":[51],"tasks":[53],"devices.":[56],"Furthermore,":[57],"non-orthogonal":[58],"multiple":[59],"access":[60],"(NOMA)":[61],"has":[62],"evolved":[63],"practical":[66],"approach":[67],"meeting":[69],"requirement":[71],"massive":[73],"connectivity.":[74],"this":[76],"paper,":[77],"we":[78,138,183],"study":[79],"NOMA-aided":[81],"dynamic":[82],"task":[83,91,149,171],"offloading":[84,150],"problem":[85,103,127,132],"for":[86],"IoT,":[88],"which":[89],"combines":[90],"scheduling":[92],"resource":[95],"allocation":[96],"decisions.":[97],"We":[98,123],"model":[99],"formulate":[101],"stochastic":[106,134],"optimization":[107,131,135],"problem,":[108],"our":[110,186],"goal":[111],"minimize":[114],"system":[116,195,208,213],"energy":[117,147,196,209],"consumption":[118,197,210],"while":[119,211],"satisfying":[120],"performance":[121],"requirements.":[122],"transform":[124],"original":[126],"into":[128,141],"deterministic":[130],"through":[133],"technology.":[136],"Then,":[137],"decompose":[139],"it":[140],"four":[142,156],"sub-problems":[143],"propose":[145],"efficient":[148],"(EETO)":[151],"algorithm":[152,161,188,203],"solve":[154],"these":[155],"sub-problems.":[157],"Our":[158],"proposed":[159],"EETO":[160,187,202],"does":[162],"not":[163],"rely":[164],"on":[165],"prior":[166],"statistical":[167],"knowledge":[168],"related":[169],"arrival":[172],"or":[173],"wireless":[174],"channel":[175],"conditions.":[176],"Through":[177],"theoretical":[178],"analysis":[179],"experiment":[181],"results,":[182],"demonstrate":[184],"that":[185],"can":[189,204],"make":[190],"flexible":[192],"trade-off":[193],"between":[194],"performance.":[199,214],"Additionally,":[200],"effectively":[205],"decrease":[206],"ensuring":[212]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":18}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}