{"id":"https://openalex.org/W3196954395","doi":"https://doi.org/10.1109/iwqos52092.2021.9521271","title":"Joint D2D Collaboration and Task Offloading for Edge Computing: A Mean Field Graph Approach","display_name":"Joint D2D Collaboration and Task Offloading for Edge Computing: A Mean Field Graph Approach","publication_year":2021,"publication_date":"2021-06-25","ids":{"openalex":"https://openalex.org/W3196954395","doi":"https://doi.org/10.1109/iwqos52092.2021.9521271","mag":"3196954395"},"language":"en","primary_location":{"id":"doi:10.1109/iwqos52092.2021.9521271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos52092.2021.9521271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS)","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/A5100359233","display_name":"Xiong Wang","orcid":"https://orcid.org/0000-0001-5360-0454"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiong Wang","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020602689","display_name":"Jiancheng Ye","orcid":"https://orcid.org/0000-0002-1296-171X"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]},{"id":"https://openalex.org/I4210146936","display_name":"Huawei Technologies (United States)","ror":"https://ror.org/03jyqk712","country_code":"US","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210146936"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jiancheng Ye","raw_affiliation_strings":["Huawei Technologies Co., Ltd.,Network Technology Lab and Hong Kong Research Center","Network Technology Lab and Hong Kong Research Center, Huawei Technologies Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co., Ltd.,Network Technology Lab and Hong Kong Research Center","institution_ids":["https://openalex.org/I2250955327","https://openalex.org/I4210146936"]},{"raw_affiliation_string":"Network Technology Lab and Hong Kong Research Center, Huawei Technologies Co., Ltd","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068489266","display_name":"John C. S. Lui","orcid":"https://orcid.org/0000-0001-7466-0384"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"John C.S. Lui","raw_affiliation_strings":["The Chinese University of Hong Kong,Department of Computer Science and Engineering","Department of Computer Science and Engineering, The Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100359233"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":1.2741,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81252751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9930999875068665,"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"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9812999963760376,"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":0.7765418291091919},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5385203957557678},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.525523841381073},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4933086931705475},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4844062924385071},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4483913779258728},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4277944564819336},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3802064061164856},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.31019914150238037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19952085614204407},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10289257764816284},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09742370247840881},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07188642024993896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7765418291091919},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5385203957557678},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.525523841381073},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4933086931705475},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4844062924385071},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4483913779258728},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4277944564819336},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3802064061164856},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31019914150238037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19952085614204407},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10289257764816284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09742370247840881},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07188642024993896},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","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/iwqos52092.2021.9521271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos52092.2021.9521271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1746637951","https://openalex.org/W1878853999","https://openalex.org/W1992942660","https://openalex.org/W2010309395","https://openalex.org/W2033784617","https://openalex.org/W2052179868","https://openalex.org/W2056347483","https://openalex.org/W2117702591","https://openalex.org/W2137152139","https://openalex.org/W2150516182","https://openalex.org/W2195423816","https://openalex.org/W2416799949","https://openalex.org/W2547443968","https://openalex.org/W2568772110","https://openalex.org/W2604119386","https://openalex.org/W2604304011","https://openalex.org/W2777913917","https://openalex.org/W2789843629","https://openalex.org/W2803275703","https://openalex.org/W2891123429","https://openalex.org/W2906719522","https://openalex.org/W2916693941","https://openalex.org/W2950920210","https://openalex.org/W2967734072","https://openalex.org/W3006982303","https://openalex.org/W3008352557","https://openalex.org/W3098915991","https://openalex.org/W3099414328","https://openalex.org/W3104485549","https://openalex.org/W3196954395","https://openalex.org/W6729354595","https://openalex.org/W6754730273","https://openalex.org/W6794250457"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W4396737233","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Mobile":[0],"edge":[1,8,146],"computing":[2],"(MEC)":[3],"facilitates":[4],"computation":[5],"offloading":[6,26,53,162,176,206],"to":[7,31,73,83,102,124,140,151,160],"server,":[9],"as":[10,12,123],"well":[11],"task":[13,52,143,205],"processing":[14],"via":[15],"device-to-device":[16],"(D2D)":[17],"collaboration.":[18,109],"Existing":[19],"works":[20],"mainly":[21],"focus":[22],"on":[23,96],"centralized":[24],"network-assisted":[25],"solutions,":[27],"which":[28,70,180],"are":[29,158],"unscalable":[30],"scenarios":[32],"involving":[33],"collaboration":[34,49,128,197],"among":[35],"massive":[36],"users.":[37],"In":[38],"this":[39,131],"paper,":[40],"we":[41,60,90,134,172],"propose":[42],"a":[43,55,79,92,97,126,137,153],"joint":[44],"framework":[45],"of":[46,64,107,117],"decentralized":[47,80],"D2D":[48,68,85,108,132,196],"and":[50,87,99,115,177,186,204],"efficient":[51],"for":[54,67],"large-population":[56],"MEC":[57],"system.":[58],"Specifically,":[59],"utilize":[61],"the":[62,104,112,118,149,166],"power":[63],"two":[65],"choices":[66],"collaboration,":[69,133],"enables":[71],"users":[72,157],"beneficially":[74],"assist":[75],"each":[76],"other":[77],"in":[78],"manner.":[81],"Due":[82],"short-range":[84],"communication":[86],"user":[88],"movements,":[89],"formulate":[91],"mean":[93],"field":[94],"model":[95,141],"finite-degree":[98],"dynamic":[100],"graph":[101],"analyze":[103],"state":[105,119],"evolution":[106],"We":[110],"derive":[111],"existence,":[113],"uniqueness":[114],"convergence":[116],"stationary":[120],"point":[121],"so":[122],"provide":[125],"tractable":[127],"performance.":[129],"Complementing":[130],"further":[135],"build":[136],"Stackelberg":[138,167],"game":[139,168],"users\u2019":[142,187,200],"offloading,":[144],"where":[145],"server":[147],"is":[148],"leader":[150],"determine":[152],"service":[154,184],"price,":[155],"while":[156],"followers":[159],"make":[161],"decisions.":[163],"By":[164],"embedding":[165],"into":[169],"Lyapunov":[170],"optimization,":[171],"develop":[173],"an":[174],"online":[175],"pricing":[178],"scheme,":[179],"could":[181],"optimize":[182],"server\u2019s":[183],"utility":[185],"system":[188],"cost":[189],"simultaneously.":[190],"Extensive":[191],"evaluations":[192],"show":[193],"that":[194],"our":[195],"can":[198,207],"mitigate":[199],"workloads":[201],"by":[202],"73.8%":[203],"achieve":[208],"high":[209],"energy":[210],"efficiency.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
