{"id":"https://openalex.org/W3158091394","doi":"https://doi.org/10.1109/wcnc49053.2021.9417286","title":"A New Approach on Task Offloading Scheduling for Application of Mobile Edge Computing","display_name":"A New Approach on Task Offloading Scheduling for Application of Mobile Edge Computing","publication_year":2021,"publication_date":"2021-03-29","ids":{"openalex":"https://openalex.org/W3158091394","doi":"https://doi.org/10.1109/wcnc49053.2021.9417286","mag":"3158091394"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc49053.2021.9417286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc49053.2021.9417286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-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/A5071654100","display_name":"Yu\u2010ya Cui","orcid":"https://orcid.org/0000-0003-4554-8574"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuya Cui","raw_affiliation_strings":["Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103151950","display_name":"Degan Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Degan Zhang","raw_affiliation_strings":["Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100738839","display_name":"Ting Zhang","orcid":"https://orcid.org/0000-0002-1899-1784"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zhang","raw_affiliation_strings":["Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025314679","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0002-1184-8117"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013614530","display_name":"Haoli Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoli Zhu","raw_affiliation_strings":["Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Tianjin Key Lab of Intelligent Computing and Novel Software Technology, Tianjin University of Technology, Tianjin","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071654100"],"corresponding_institution_ids":["https://openalex.org/I136765683"],"apc_list":null,"apc_paid":null,"fwci":2.4451,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.89075538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9890000224113464,"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":0.9793999791145325,"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":0.8617485761642456},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.7754725217819214},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.6441227793693542},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6279652714729309},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6233013868331909},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6079080104827881},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5157742500305176},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.47248926758766174},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.45111656188964844},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4409528076648712},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43919575214385986},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4363752603530884},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4228160083293915},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4162834882736206},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24011501669883728},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.16232839226722717},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1141555905342102},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10929575562477112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06550732254981995},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05959737300872803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8617485761642456},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.7754725217819214},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.6441227793693542},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6279652714729309},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6233013868331909},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6079080104827881},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5157742500305176},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.47248926758766174},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.45111656188964844},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4409528076648712},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43919575214385986},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4363752603530884},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4228160083293915},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4162834882736206},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24011501669883728},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.16232839226722717},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1141555905342102},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10929575562477112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06550732254981995},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05959737300872803},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc49053.2021.9417286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc49053.2021.9417286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322701","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W332802825","https://openalex.org/W1874280789","https://openalex.org/W1977334522","https://openalex.org/W1986960245","https://openalex.org/W2022838001","https://openalex.org/W2027018831","https://openalex.org/W2066744624","https://openalex.org/W2090849497","https://openalex.org/W2343171314","https://openalex.org/W2472563954","https://openalex.org/W2585334930","https://openalex.org/W2604980468","https://openalex.org/W2610402245","https://openalex.org/W2797226653","https://openalex.org/W2809576555","https://openalex.org/W2888272799","https://openalex.org/W2890716562","https://openalex.org/W2896502476","https://openalex.org/W2900207796","https://openalex.org/W2903924498","https://openalex.org/W2913099086","https://openalex.org/W2924069084","https://openalex.org/W2928400613","https://openalex.org/W2949109152","https://openalex.org/W2955064662","https://openalex.org/W2962923252","https://openalex.org/W2963334314","https://openalex.org/W2963483367","https://openalex.org/W2972675722","https://openalex.org/W2982640888","https://openalex.org/W2995936364","https://openalex.org/W2999439486","https://openalex.org/W3002097885","https://openalex.org/W3008388905","https://openalex.org/W3015325725","https://openalex.org/W3046686802","https://openalex.org/W3091320486","https://openalex.org/W3095926597"],"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/W2917127270","https://openalex.org/W2902693277","https://openalex.org/W4378977105"],"abstract_inverted_index":{"In":[0,32],"mobile":[1,20,45],"edge":[2,13,46],"computing(MEC),":[3],"application":[4,43],"partitioning":[5,17],"can":[6,101,117],"split":[7],"the":[8,24,52,61,64,83,88,114,127,133],"executions":[9],"into":[10,55],"local":[11],"and":[12,66,74,86],"server":[14],"parts.":[15],"Optimal":[16],"will":[18],"allow":[19],"devices":[21],"to":[22,125,132],"obtain":[23],"highest":[25],"benefit":[26],"from":[27],"Mobile":[28],"Edge":[29],"Computing":[30],"(MEC).":[31],"this":[33],"paper,":[34],"a":[35,68,77,94,119],"new":[36],"approach":[37],"on":[38],"task":[39,54,72],"offloading":[40,75,90,129],"scheduling":[41,73],"for":[42,71],"of":[44,63,122],"computing":[47,53],"is":[48,91],"proposed.":[49],"We":[50],"divide":[51],"several":[56],"subtasks.":[57],"Then,":[58],"we":[59],"analyze":[60],"overhead":[62],"system,":[65],"propose":[67],"fine-grained":[69],"strategy":[70],"in":[76],"multi-user":[78],"MEC":[79],"system.":[80],"For":[81],"reducing":[82],"energy":[84],"consumption":[85],"delay,":[87],"computation":[89],"considered":[92],"as":[93],"constrained":[95],"multi-objective":[96],"optimization":[97],"problem":[98],"(CMOP),":[99],"which":[100],"be":[102],"solved":[103],"by":[104],"an":[105],"improved":[106],"NSGA-II":[107],"algorithm.":[108],"The":[109],"experimental":[110],"results":[111],"show":[112],"that":[113],"proposed":[115],"algorithm":[116],"find":[118],"large":[120],"number":[121],"optimal":[123],"solutions":[124],"adjust":[126],"corresponding":[128],"decision":[130],"according":[131],"real-world":[134],"situation.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
