{"id":"https://openalex.org/W2782675450","doi":"https://doi.org/10.1109/access.2018.2790963","title":"Fair Resource Allocation for System Throughput Maximization in Mobile Edge Computing","display_name":"Fair Resource Allocation for System Throughput Maximization in Mobile Edge Computing","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2782675450","doi":"https://doi.org/10.1109/access.2018.2790963","mag":"2782675450"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2790963","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2790963","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2790963","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010741968","display_name":"Zhengfa Zhu","orcid":"https://orcid.org/0000-0001-6989-6309"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengfa Zhu","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052901606","display_name":"Jun Peng","orcid":"https://orcid.org/0000-0001-6269-6929"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Peng","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081048476","display_name":"Xin Gu","orcid":"https://orcid.org/0000-0002-7724-9379"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Gu","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338782","display_name":"Heng Li","orcid":"https://orcid.org/0000-0001-5592-7004"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Li","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024284822","display_name":"Kaiyang Liu","orcid":"https://orcid.org/0000-0002-1114-8030"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiyang Liu","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084917161","display_name":"Zhuofu Zhou","orcid":"https://orcid.org/0000-0001-7457-841X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuofu Zhou","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079841400","display_name":"Weirong Liu","orcid":"https://orcid.org/0000-0002-6207-9100"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weirong Liu","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-6207-9100","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.1806,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.96291461,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"5332","last_page":"5340"},"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/T13553","display_name":"Age of Information Optimization","score":0.9965999722480774,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9937000274658203,"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":0.8389813303947449},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.7688096165657043},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.6576782464981079},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.6382380723953247},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.599406361579895},{"id":"https://openalex.org/keywords/max-min-fairness","display_name":"Max-min fairness","score":0.5959804058074951},{"id":"https://openalex.org/keywords/bargaining-problem","display_name":"Bargaining problem","score":0.5364203453063965},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4830263555049896},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.4770859181880951},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4567717909812927},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.45485571026802063},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.43738436698913574},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3814324140548706},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.12316927313804626},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.09243622422218323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8389813303947449},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7688096165657043},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.6576782464981079},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.6382380723953247},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.599406361579895},{"id":"https://openalex.org/C177972170","wikidata":"https://www.wikidata.org/wiki/Q17097315","display_name":"Max-min fairness","level":3,"score":0.5959804058074951},{"id":"https://openalex.org/C90376892","wikidata":"https://www.wikidata.org/wiki/Q1516247","display_name":"Bargaining problem","level":2,"score":0.5364203453063965},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4830263555049896},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.4770859181880951},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4567717909812927},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.45485571026802063},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.43738436698913574},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3814324140548706},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.12316927313804626},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.09243622422218323},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2790963","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2790963","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d94da046623f41ae8cf4698e304e6aa6","is_oa":true,"landing_page_url":"https://doaj.org/article/d94da046623f41ae8cf4698e304e6aa6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 5332-5340 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2790963","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2790963","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1852059874","display_name":null,"funder_award_id":"61672539","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2650008121","display_name":null,"funder_award_id":"61\u2009672\u2009537","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4930829775","display_name":null,"funder_award_id":"61772558","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7624268886","display_name":"\u4e91\u8ba1\u7b97\u4e2d\u8d44\u6e90\u5171\u4eab\u7684\u5206\u5c42\u535a\u5f08\u8054\u76df\u5f62\u6210\u4e0e\u5b9a\u4ef7\u673a\u5236\u7814\u7a76","funder_award_id":"61379111","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":23,"referenced_works":["https://openalex.org/W1630733292","https://openalex.org/W1995372872","https://openalex.org/W2010302594","https://openalex.org/W2058484495","https://openalex.org/W2084314925","https://openalex.org/W2106749358","https://openalex.org/W2116456097","https://openalex.org/W2123740318","https://openalex.org/W2131431638","https://openalex.org/W2146745654","https://openalex.org/W2168124633","https://openalex.org/W2195423816","https://openalex.org/W2296319761","https://openalex.org/W2400861403","https://openalex.org/W2594560857","https://openalex.org/W2609618253","https://openalex.org/W2620831508","https://openalex.org/W2624989916","https://openalex.org/W2745537382","https://openalex.org/W3106445841","https://openalex.org/W4250589301","https://openalex.org/W6636933019","https://openalex.org/W6737121715"],"related_works":["https://openalex.org/W2116807785","https://openalex.org/W2131431638","https://openalex.org/W1573152223","https://openalex.org/W1890643295","https://openalex.org/W2084048911","https://openalex.org/W2067814878","https://openalex.org/W2098985785","https://openalex.org/W2038416433","https://openalex.org/W2383212660","https://openalex.org/W2979559757"],"abstract_inverted_index":{"Communication":[0],"resource":[1,30,37,54,82,110,155],"allocation":[2,55,83,111,156],"is":[3,123],"important":[4],"for":[5,113],"improving":[6],"the":[7,20,23,35,59,64,75,86,91,101,106,114,127,131,136,146],"performance":[8],"of":[9,66,90,130,140,154],"users":[10,21],"in":[11,22,34,47,126,152],"mobile":[12,68],"edge":[13],"computing":[14],"(MEC)":[15],"scenarios.":[16],"In":[17],"existing":[18,150],"studies,":[19],"MEC":[24],"system":[25,160],"typically":[26],"suffer":[27],"from":[28],"unfair":[29],"allocation,":[31],"which":[32],"results":[33,143],"inefficient":[36],"utilization":[38],"and":[39,85,88,158],"degraded":[40],"user":[41],"performance.":[42],"To":[43],"address":[44],"this":[45,48,94],"challenge,":[46],"paper":[49],"we":[50,104],"propose":[51],"a":[52,78],"fair":[53,79],"approach":[56],"to":[57,93],"maximize":[58],"overall":[60,159],"network":[61],"throughput,":[62],"under":[63],"constraint":[65,139],"each":[67],"user's":[69,121],"minimum":[70],"transmission":[71],"rate.":[72],"We":[73],"formulate":[74],"problem":[76],"as":[77],"Nash":[80],"bargaining":[81,109],"game,":[84],"existence":[87],"uniqueness":[89],"solution":[92],"game":[95],"model":[96],"are":[97],"analyzed.":[98],"By":[99],"adopting":[100],"time-sharing":[102],"variable,":[103],"obtain":[105],"near":[107],"optimal":[108],"strategy":[112],"mixed":[115],"integer":[116],"nonlinear":[117],"programming":[118],"optimization.":[119],"The":[120],"priority":[122],"further":[124],"considered":[125],"iterative":[128],"implementation":[129],"proposed":[132,147],"algorithm":[133],"by":[134],"considering":[135],"time":[137],"delay":[138],"users.":[141],"Simulation":[142],"show":[144],"that":[145],"scheme":[148],"outperforms":[149],"methods":[151],"terms":[153],"fairness":[157],"throughput.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}