{"id":"https://openalex.org/W2998711990","doi":"https://doi.org/10.1109/mwc.001.1800582","title":"Task-Driven Resource Assignment in Mobile Edge Computing Exploiting Evolutionary Computation","display_name":"Task-Driven Resource Assignment in Mobile Edge Computing Exploiting Evolutionary Computation","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W2998711990","doi":"https://doi.org/10.1109/mwc.001.1800582","mag":"2998711990"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.001.1800582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.001.1800582","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"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 Wireless Communications","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/A5026853484","display_name":"Liangtian Wan","orcid":"https://orcid.org/0000-0003-0574-8360"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangtian Wan","raw_affiliation_strings":["Dalian University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067984316","display_name":"Lu Sun","orcid":"https://orcid.org/0000-0001-7779-4484"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Sun","raw_affiliation_strings":["Dalian University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030323127","display_name":"Xiangjie Kong","orcid":"https://orcid.org/0000-0003-2698-3319"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangjie Kong","raw_affiliation_strings":["Dalian University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020715847","display_name":"Yuyuan Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyuan Yuan","raw_affiliation_strings":["Dalian University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101864189","display_name":"Ke Sun","orcid":"https://orcid.org/0000-0002-0231-5802"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Sun","raw_affiliation_strings":["Dalian University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":null,"display_name":"Feng Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Xia","raw_affiliation_strings":["Dalian University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":8.8856,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.98179228,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"26","issue":"6","first_page":"94","last_page":"101"},"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/T12079","display_name":"IoT Networks and Protocols","score":0.9876000285148621,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9775000214576721,"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/server","display_name":"Server","score":0.8901770114898682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8718630075454712},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7075730562210083},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6325993537902832},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5827064514160156},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5757461786270142},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5276274085044861},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5111954808235168},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49663621187210083},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.438377320766449},{"id":"https://openalex.org/keywords/computational-resource","display_name":"Computational resource","score":0.4375547468662262},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4112219214439392},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.27288562059402466},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14312958717346191},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0732022225856781}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8901770114898682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8718630075454712},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7075730562210083},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6325993537902832},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5827064514160156},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5757461786270142},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5276274085044861},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5111954808235168},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49663621187210083},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.438377320766449},{"id":"https://openalex.org/C127964446","wikidata":"https://www.wikidata.org/wiki/Q1092142","display_name":"Computational resource","level":3,"score":0.4375547468662262},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4112219214439392},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.27288562059402466},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14312958717346191},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0732022225856781},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwc.001.1800582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.001.1800582","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.550000011920929,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1551426553","https://openalex.org/W1990703000","https://openalex.org/W2088692353","https://openalex.org/W2319396036","https://openalex.org/W2335146458","https://openalex.org/W2342649568","https://openalex.org/W2344423009","https://openalex.org/W2394115245","https://openalex.org/W2397723600","https://openalex.org/W2524772466","https://openalex.org/W2561715741","https://openalex.org/W2562344159","https://openalex.org/W2617370571","https://openalex.org/W2754781688","https://openalex.org/W2887075260","https://openalex.org/W3103591951"],"related_works":["https://openalex.org/W4385864141","https://openalex.org/W2989288874","https://openalex.org/W2904529289","https://openalex.org/W4205802647","https://openalex.org/W3200447006","https://openalex.org/W3112631746","https://openalex.org/W3186739297","https://openalex.org/W4200227036","https://openalex.org/W4321462912","https://openalex.org/W3010027724"],"abstract_inverted_index":{"The":[0,153],"IoT":[1,4,41],"network":[2,17],"allows":[3],"devices":[5],"to":[6,84,95,170],"communicate":[7],"with":[8],"other":[9],"devices,":[10,161],"applications,":[11],"and":[12,45,53,87,113,149,162,165,179,192,203],"services":[13,30],"by":[14,50],"exploiting":[15],"existing":[16,200],"infrastructure.":[18],"Recently,":[19],"a":[20,133],"promising":[21],"paradigm,":[22],"MEC,":[23],"emerging":[24],"for":[25,137],"alleviating":[26],"high":[27,116],"latency":[28,117],"data":[29],"in":[31,39,56,75,110,119],"cloud":[32,88,120,163],"computing":[33],"framework":[34,155],"plays":[35],"an":[36],"important":[37],"role":[38],"the":[40,57,61,70,79,97,102,106,115,146,167,171,187,199,205],"network.":[42],"Network":[43],"performance":[44],"intelligence":[46],"can":[47],"be":[48],"improved":[49],"integrating":[51],"cognitive":[52],"cooperative":[54],"mechanisms":[55],"MEC":[58,76,85,111,154,158],"framework.":[59],"However,":[60],"QoS":[62],"of":[63,69,81,99,104,157,173],"computation-intensive":[64],"tasks":[65,103],"may":[66],"degrade":[67],"because":[68],"limited":[71,107],"available":[72],"computational":[73,108,168],"resources":[74,82,109,169],"servers.":[77],"Moreover,":[78],"characteristics":[80],"belonging":[83],"servers":[86,89,112,121],"are":[90,186],"commonly":[91],"different.":[92],"In":[93,128],"order":[94],"optimize":[96],"strategy":[98],"resource":[100,139],"assignment,":[101],"assigning":[105],"resolving":[114],"problem":[118],"have":[122],"attracted":[123],"growing":[124],"interest":[125],"from":[126],"researchers.":[127],"this":[129],"article,":[130],"we":[131,177,197],"propose":[132],"joint":[134],"optimization":[135],"paradigm":[136],"task-driven":[138,183],"assignment":[140],"based":[141],"on":[142],"evolutionary":[143],"computation":[144],"considering":[145],"power":[147],"consumption":[148],"computation/communication":[150],"delay":[151],"simultaneously.":[152],"consists":[156],"servers,":[159,164],"mobile":[160],"offloads":[166],"edge":[172],"end":[174],"users.":[175],"Additionally,":[176],"introduce":[178],"analyze":[180],"three":[181],"typical":[182],"cases,":[184],"which":[185],"server-determined":[188],"condition,":[189,191,194],"server-flexible":[190],"server-uncertain":[193],"respectively.":[195],"Finally,":[196],"present":[198],"technical":[201],"challenges":[202],"discuss":[204],"open":[206],"research":[207],"issues.":[208]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
