{"id":"https://openalex.org/W3211311242","doi":"https://doi.org/10.1109/tcomm.2021.3125034","title":"Energy-Aware Collaborative Service Caching in a 5G-Enabled MEC With Uncertain Payoffs","display_name":"Energy-Aware Collaborative Service Caching in a 5G-Enabled MEC With Uncertain Payoffs","publication_year":2021,"publication_date":"2021-11-02","ids":{"openalex":"https://openalex.org/W3211311242","doi":"https://doi.org/10.1109/tcomm.2021.3125034","mag":"3211311242"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2021.3125034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2021.3125034","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 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/A5063489530","display_name":"Zichuan Xu","orcid":"https://orcid.org/0000-0001-5438-1468"},"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":"Zichuan Xu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province and the School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-5438-1468","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province and the School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101774642","display_name":"Lizhen Zhou","orcid":"https://orcid.org/0000-0001-5350-3902"},"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":"Lizhen Zhou","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province and the School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-5350-3902","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province and the School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003181030","display_name":"Haipeng Dai","orcid":"https://orcid.org/0000-0003-0545-8187"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Dai","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0545-8187","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077465517","display_name":"Weifa Liang","orcid":"https://orcid.org/0000-0002-8207-6740"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Weifa Liang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-8207-6740","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051406984","display_name":"Wanlei Zhou","orcid":"https://orcid.org/0000-0002-1680-2521"},"institutions":[{"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":"Wanlei Zhou","raw_affiliation_strings":["Institute of Data Science, City University of Macau, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Data Science, City University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693197","display_name":"Pan Zhou","orcid":"https://orcid.org/0000-0002-8629-4622"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Zhou","raw_affiliation_strings":["Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-8629-4622","affiliations":[{"raw_affiliation_string":"Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079727396","display_name":"Wenzheng Xu","orcid":"https://orcid.org/0000-0002-8396-6825"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzheng Xu","raw_affiliation_strings":["Department of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-8396-6825","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029356396","display_name":"Guowei Wu","orcid":"https://orcid.org/0000-0002-3929-3598"},"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":"Guowei Wu","raw_affiliation_strings":["Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province and the School of Software, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-3929-3598","affiliations":[{"raw_affiliation_string":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province and the School of Software, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1718,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.94047896,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"70","issue":"2","first_page":"1058","last_page":"1071"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9984999895095825,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9855999946594238,"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/base-station","display_name":"Base station","score":0.8111587166786194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8001365661621094},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6459305882453918},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6109651923179626},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5665291547775269},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.530974268913269},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.5174022912979126},{"id":"https://openalex.org/keywords/stochastic-game","display_name":"Stochastic game","score":0.5081377029418945},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.5019657611846924},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.49685266613960266},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.47370168566703796},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4716947376728058},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45319733023643494},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4514923095703125},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4379976987838745},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.43456628918647766},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.3268375098705292},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1303187906742096},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10376900434494019}],"concepts":[{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.8111587166786194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001365661621094},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6459305882453918},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6109651923179626},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5665291547775269},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.530974268913269},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.5174022912979126},{"id":"https://openalex.org/C22171661","wikidata":"https://www.wikidata.org/wiki/Q1074380","display_name":"Stochastic game","level":2,"score":0.5081377029418945},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.5019657611846924},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.49685266613960266},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.47370168566703796},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4716947376728058},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45319733023643494},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4514923095703125},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4379976987838745},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.43456628918647766},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.3268375098705292},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1303187906742096},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10376900434494019},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2021.3125034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2021.3125034","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1671829941","display_name":null,"funder_award_id":"62172068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1924637859","display_name":null,"funder_award_id":"61802047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4825870678","display_name":null,"funder_award_id":"61802048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5536747413","display_name":null,"funder_award_id":"9380137/CS","funder_id":"https://openalex.org/F4320309893","funder_display_name":"City University of Hong Kong"},{"id":"https://openalex.org/G5817064308","display_name":"\u534f\u4f5c\u5f0f\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u7684\u9690\u79c1\u4fdd\u62a4\u7814\u7a76","funder_award_id":"61972448","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7656833865","display_name":null,"funder_award_id":"62172071","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309893","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1127571201","https://openalex.org/W1972300623","https://openalex.org/W1977313895","https://openalex.org/W2000904054","https://openalex.org/W2006166592","https://openalex.org/W2013936649","https://openalex.org/W2029822446","https://openalex.org/W2032122047","https://openalex.org/W2086574394","https://openalex.org/W2182629885","https://openalex.org/W2315975036","https://openalex.org/W2400861403","https://openalex.org/W2782955024","https://openalex.org/W2782955531","https://openalex.org/W2791432311","https://openalex.org/W2808417010","https://openalex.org/W2856725472","https://openalex.org/W2899702797","https://openalex.org/W2900931855","https://openalex.org/W2905173391","https://openalex.org/W2912078769","https://openalex.org/W2913740539","https://openalex.org/W2913871603","https://openalex.org/W2919017393","https://openalex.org/W2919603306","https://openalex.org/W2922585446","https://openalex.org/W2924890526","https://openalex.org/W2944099748","https://openalex.org/W2951099028","https://openalex.org/W2961412500","https://openalex.org/W2962207168","https://openalex.org/W2962921664","https://openalex.org/W2963096242","https://openalex.org/W2963618158","https://openalex.org/W2979639252","https://openalex.org/W2990185127","https://openalex.org/W2994053796","https://openalex.org/W3006997840","https://openalex.org/W3013002035","https://openalex.org/W3017518089","https://openalex.org/W3037139504","https://openalex.org/W3040779716","https://openalex.org/W3046996734","https://openalex.org/W3047040155","https://openalex.org/W3047475242","https://openalex.org/W3047516387","https://openalex.org/W3047538493","https://openalex.org/W3047552222","https://openalex.org/W3048396835","https://openalex.org/W3048486781","https://openalex.org/W3094144275","https://openalex.org/W3100732637","https://openalex.org/W3123257271","https://openalex.org/W3126198543","https://openalex.org/W3129376256","https://openalex.org/W3131153851"],"related_works":["https://openalex.org/W4315864507","https://openalex.org/W2914608047","https://openalex.org/W3094965561","https://openalex.org/W3045907565","https://openalex.org/W4252147399","https://openalex.org/W2805125868","https://openalex.org/W2615487923","https://openalex.org/W2343710647","https://openalex.org/W1570517777","https://openalex.org/W4298234904"],"abstract_inverted_index":{"Mobile":[0],"edge":[1],"computing":[2,32],"(MEC)":[3],"is":[4,95],"an":[5,93],"enabling":[6],"technology":[7],"for":[8,191],"low-latency":[9],"AI":[10,14],"applications,":[11],"by":[12,151,207,227,241],"caching":[13,120],"services":[15,40],"originally":[16],"deployed":[17],"in":[18,26,44],"remote":[19,129],"data":[20,130],"centers":[21],"to":[22,30,47,65,96,101,106,159],"5G":[23,35,61],"base":[24,36,45,62,74,91,99,146,166,254],"stations":[25,46,100,147],"network":[27,154],"edge.":[28],"Due":[29],"limited":[31],"resource":[33,50,67,88,143],"of":[34,52,59,72,117,136,140,164,222,253],"stations,":[37,92],"not":[38],"all":[39,165],"can":[41],"be":[42,77],"cached":[43],"meet":[48],"the":[49,57,69,73,83,98,115,134,161,179,197,220,223,235],"demands":[51],"user":[53,108],"requests.":[54,109],"Also,":[55],"if":[56],"workload":[58],"a":[60,125,174,184,188,202,209,213],"station":[63,75],"reaches":[64],"its":[66,239],"capacity,":[68],"energy":[70,84,251],"consumption":[71,85,252],"will":[76],"pushed":[78],"up":[79],"exponentially.":[80],"To":[81,168],"reduce":[82],"and":[86,121,128,142,248],"overcome":[87],"limitations":[89],"on":[90,145],"alternative":[94],"allow":[97],"collaborate":[102],"with":[103,212],"each":[104],"other":[105],"admit":[107],"In":[110,178,196],"this":[111,169],"paper,":[112],"we":[113,171,182,200],"investigate":[114],"problem":[116],"collaborative":[118],"service":[119,137,155],"request":[122],"offloading":[123],"between":[124],"5G-enabled":[126],"MEC":[127],"centers,":[131],"while":[132],"meeting":[133],"quality":[135],"(QoS)":[138],"requirements":[139],"users,":[141],"capacities":[144],"that":[148,186,234],"are":[149],"operated":[150],"multiple":[152],"selfish":[153],"providers.":[156],"We":[157,217],"aim":[158],"maximize":[160],"total":[162],"payoff":[163,204,247],"stations.":[167,255],"end,":[170],"first":[172,180],"propose":[173,201],"two-stage":[175],"optimization":[176,225],"framework:":[177],"stage,":[181,199],"develop":[183],"mechanism":[185],"adopts":[187],"best-reply":[189],"rule":[190],"dynamically":[192],"distributed":[193],"coalition":[194],"formation.":[195],"second":[198],"near-optimal":[203],"allocation":[205],"method":[206],"devising":[208],"randomized":[210],"algorithm":[211],"provable":[214],"approximation":[215],"ratio.":[216],"then":[218],"evaluate":[219],"performance":[221],"proposed":[224,236],"framework":[226,237],"extensive":[228],"experimental":[229],"simulations.":[230],"Simulation":[231],"results":[232],"show":[233],"outperforms":[238],"counterparts":[240],"achieving":[242],"at":[243],"least":[244],"30%":[245],"higher":[246],"20%":[249],"lower":[250]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":7}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}