{"id":"https://openalex.org/W3122430341","doi":"https://doi.org/10.1109/globecom42002.2020.9322222","title":"A Task Allocation Framework for Large-Scale Mobile Edge Computing","display_name":"A Task Allocation Framework for Large-Scale Mobile Edge Computing","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3122430341","doi":"https://doi.org/10.1109/globecom42002.2020.9322222","mag":"3122430341"},"language":"en","primary_location":{"id":"doi:10.1109/globecom42002.2020.9322222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9322222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","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/A5115500981","display_name":"Xinghan Wang","orcid":"https://orcid.org/0009-0007-2530-2725"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinghan Wang","raw_affiliation_strings":["Peng Cheng Laboratory,Shenzhen,P. R. China,518000","Peng Cheng Laboratory, Shenzhen, P. R. China"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory,Shenzhen,P. R. China,518000","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, P. R. China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681423","display_name":"Xiaoxiong Zhong","orcid":"https://orcid.org/0000-0001-9307-6247"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiong Zhong","raw_affiliation_strings":["Peng Cheng Laboratory,Shenzhen,P. R. China,518000","Peng Cheng Laboratory, Shenzhen, P. R. China"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory,Shenzhen,P. R. China,518000","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, P. R. China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681022","display_name":"Yanbin Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbin Zheng","raw_affiliation_strings":["School of Computer Science, Guangdong Polytechnic Normal University,Guangzhou,P. R. China,510665","School of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Guangdong Polytechnic Normal University,Guangzhou,P. R. China,510665","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, P. R. China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029088205","display_name":"Xiaoke Ma","orcid":"https://orcid.org/0000-0002-5604-7137"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoke Ma","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University,Xi&#x0027;an,Shaanxi,P. R. China,710071","School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University,Xi&#x0027;an,Shaanxi,P. R. China,710071","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi, P. R. China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083657836","display_name":"Tingting Yang","orcid":"https://orcid.org/0000-0002-7406-2170"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Yang","raw_affiliation_strings":["School of Electrical Engineering and Intelligentization, Dongguan University of Technology,Dongguan,P. R. China,523000","School of Electrical Engineering and Intelligentization, Dongguan University of Technology, Dongguan, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Intelligentization, Dongguan University of Technology,Dongguan,P. R. China,523000","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"School of Electrical Engineering and Intelligentization, Dongguan University of Technology, Dongguan, P. R. China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101908707","display_name":"Genglin Zhang","orcid":"https://orcid.org/0009-0008-7241-4823"},"institutions":[{"id":"https://openalex.org/I4210145869","display_name":"Center for High Pressure Science & Technology Advanced Research","ror":"https://ror.org/049dqrc28","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210143697","https://openalex.org/I4210145869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genglin Zhang","raw_affiliation_strings":["Dalian Chinacreative Technology CO., LTD.,Dalian,P. R. China,116023","Dalian Chinacreative Technology CO., LTD., Dalian, P. R. China"],"affiliations":[{"raw_affiliation_string":"Dalian Chinacreative Technology CO., LTD.,Dalian,P. R. China,116023","institution_ids":["https://openalex.org/I4210145869"]},{"raw_affiliation_string":"Dalian Chinacreative Technology CO., LTD., Dalian, P. R. China","institution_ids":["https://openalex.org/I4210145869"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5115500981"],"corresponding_institution_ids":["https://openalex.org/I4210136793"],"apc_list":null,"apc_paid":null,"fwci":0.1618,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57388497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"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":0.9991999864578247,"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":0.9991999864578247,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9991000294685364,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9962000250816345,"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":0.7792209386825562},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6367367506027222},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5836150050163269},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5663024187088013},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5442467331886292},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5116775035858154},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4518709182739258},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.44957032799720764},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.44334033131599426},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.4318881332874298},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.42449191212654114},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37543565034866333},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3154231011867523},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.2582189440727234},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2189691662788391},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11785587668418884},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07872229814529419}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7792209386825562},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6367367506027222},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5836150050163269},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5663024187088013},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5442467331886292},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5116775035858154},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4518709182739258},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.44957032799720764},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.44334033131599426},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.4318881332874298},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.42449191212654114},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37543565034866333},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3154231011867523},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.2582189440727234},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2189691662788391},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11785587668418884},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07872229814529419},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom42002.2020.9322222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9322222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2077990428","display_name":null,"funder_award_id":"61802221,61802220,61771086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8348312922","display_name":null,"funder_award_id":"PCL2018KP005,PCL2018KP004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2013850411","https://openalex.org/W2160236242","https://openalex.org/W2624989916","https://openalex.org/W2626021743","https://openalex.org/W2744008461","https://openalex.org/W2765821017","https://openalex.org/W2791432311","https://openalex.org/W2807346067","https://openalex.org/W2909746507","https://openalex.org/W2921337715","https://openalex.org/W2963618158","https://openalex.org/W3023059196","https://openalex.org/W6777478447"],"related_works":["https://openalex.org/W2500106866","https://openalex.org/W2411032004","https://openalex.org/W2952407405","https://openalex.org/W2384373317","https://openalex.org/W1973952720","https://openalex.org/W3213834840","https://openalex.org/W2130484549","https://openalex.org/W2151484740","https://openalex.org/W4253768562","https://openalex.org/W3092127437"],"abstract_inverted_index":{"We":[0,65],"consider":[1,40],"the":[2,35,90,95,110,136,163,166],"problem":[3],"of":[4,73,82,118,165],"intelligent":[5],"and":[6,21,27,54,85,122,135,152,169,175],"efficient":[7,116],"task":[8,42,96],"allocation":[9,97],"mechanism":[10,44,168],"in":[11,24,89],"large-scale":[12,62,180],"mobile":[13,46],"edge":[14],"computing":[15],"(MEC),":[16],"which":[17,93,148],"can":[18,149,171],"reduce":[19,153,173],"delay":[20,84,174],"energy":[22,87,176],"consumption":[23,88,177],"a":[25,67,102,157,179],"parallel":[26,68],"distributed":[28],"optimization.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33,113],"study":[34],"joint":[36],"optimization":[37,111],"model":[38,79],"to":[39,78],"cooperative":[41],"management":[43],"among":[45],"terminals":[47],"(MT),":[48],"macro":[49],"cell":[50,57],"base":[51,58],"station":[52,59],"(MBS),":[53],"multiple":[55],"small":[56],"(SBS)":[60],"for":[61,143,178],"MEC":[63,91,181],"applications.":[64],"propose":[66],"multi-block":[69],"Alternating":[70],"Direction":[71],"Method":[72],"Multipliers":[74],"(ADMM)":[75],"based":[76,126],"method":[77],"both":[80],"requirements":[81,100],"low":[83,86],"system":[92],"formulates":[94],"under":[98],"those":[99],"as":[101],"nonlinear":[103],"0-1":[104],"integer":[105],"programming":[106],"problem.":[107],"To":[108],"solve":[109],"problem,":[112],"develop":[114],"an":[115],"combination":[117],"conjugate":[119],"gradient,":[120],"Newton":[121],"linear":[123],"search":[124],"techniques":[125],"algorithm":[127],"with":[128,156],"Logarithmic":[129],"Smoothing":[130],"(for":[131],"global":[132],"variables":[133,145],"updating)":[134,146],"Cyclic":[137],"Block":[138],"coordinate":[139],"Gradient":[140],"Projection":[141],"(CBGP,":[142],"local":[144],"methods,":[147],"guarantee":[150],"convergence":[151],"computational":[154],"complexity":[155],"good":[158],"scalability.":[159],"Numerical":[160],"results":[161],"demonstrate":[162],"effectiveness":[164],"proposed":[167],"it":[170],"effectively":[172],"system.":[182]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
