{"id":"https://openalex.org/W2982530735","doi":"https://doi.org/10.1109/wcnc.2019.8885984","title":"Joint Computation Offloading and Resource Allocation for Min-Max Fairness in MEC Systems","display_name":"Joint Computation Offloading and Resource Allocation for Min-Max Fairness in MEC Systems","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2982530735","doi":"https://doi.org/10.1109/wcnc.2019.8885984","mag":"2982530735"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc.2019.8885984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2019.8885984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5103046175","display_name":"Xihan Chen","orcid":"https://orcid.org/0000-0002-6566-2318"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xihan Chen","raw_affiliation_strings":["College of ISEE, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of ISEE, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034376590","display_name":"Yunlong Cai","orcid":"https://orcid.org/0000-0001-9418-1700"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Cai","raw_affiliation_strings":["College of ISEE, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of ISEE, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071265062","display_name":"Minjian Zhao","orcid":"https://orcid.org/0000-0002-3020-2434"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minjian Zhao","raw_affiliation_strings":["College of ISEE, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of ISEE, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ming-Min Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming-Min Zhao","raw_affiliation_strings":["College of ISEE, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of ISEE, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103046175"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.238,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8195477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.996999979019165,"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":0.984499990940094,"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":0.7334014773368835},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.7029101848602295},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6786144971847534},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6562494039535522},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.6519692540168762},{"id":"https://openalex.org/keywords/coordinate-descent","display_name":"Coordinate descent","score":0.5954787731170654},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5585793256759644},{"id":"https://openalex.org/keywords/relaxation","display_name":"Relaxation (psychology)","score":0.5450899004936218},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.525569498538971},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4767545163631439},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4740307629108429},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.45701152086257935},{"id":"https://openalex.org/keywords/computational-resource","display_name":"Computational resource","score":0.42589738965034485},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.42429226636886597},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2976836562156677},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.28730422258377075},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.27241697907447815},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1553700864315033},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07926908135414124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7334014773368835},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.7029101848602295},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6786144971847534},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6562494039535522},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.6519692540168762},{"id":"https://openalex.org/C157553263","wikidata":"https://www.wikidata.org/wiki/Q5168004","display_name":"Coordinate descent","level":2,"score":0.5954787731170654},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5585793256759644},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.5450899004936218},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.525569498538971},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4767545163631439},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4740307629108429},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.45701152086257935},{"id":"https://openalex.org/C127964446","wikidata":"https://www.wikidata.org/wiki/Q1092142","display_name":"Computational resource","level":3,"score":0.42589738965034485},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.42429226636886597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2976836562156677},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.28730422258377075},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.27241697907447815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1553700864315033},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07926908135414124},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc.2019.8885984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2019.8885984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1904504745","https://openalex.org/W1986634396","https://openalex.org/W2100556411","https://openalex.org/W2126462381","https://openalex.org/W2137853299","https://openalex.org/W2166765763","https://openalex.org/W2397723600","https://openalex.org/W2466904943","https://openalex.org/W2516316490","https://openalex.org/W2615926310","https://openalex.org/W2962912298","https://openalex.org/W2963151283","https://openalex.org/W2963200074","https://openalex.org/W2963510462","https://openalex.org/W4250589301","https://openalex.org/W4254313632","https://openalex.org/W6680293426"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W2896883851","https://openalex.org/W2917127270","https://openalex.org/W4362496467","https://openalex.org/W4385864141","https://openalex.org/W4396605099"],"abstract_inverted_index":{"In":[0,29],"a":[1,8,91,98],"mobile":[2,14],"edge":[3],"computing":[4],"(MEC)":[5],"system":[6,27,46],"with":[7],"large":[9],"number":[10],"of":[11,71,141],"low":[12],"power":[13],"terminals,":[15],"proper":[16],"computation":[17,36],"offloading":[18,37],"and":[19,38,67,81],"resource":[20,39],"allocation":[21,40],"is":[22,56,129],"crucial":[23],"to":[24,58,62,108,131],"achieving":[25],"desirable":[26],"performance.":[28],"this":[30,88],"paper,":[31],"we":[32,85],"consider":[33],"the":[34,48,63,68,75,103,110,115,133,139,142],"joint":[35],"problem":[41,55,89,116],"for":[42],"an":[43,118],"uplink":[44],"MEC":[45],"under":[47],"min-max":[49],"fairness":[50],"criterion.":[51],"The":[52],"proposed":[53,130,143],"optimization":[54],"difficult":[57],"solve":[59],"due":[60],"mainly":[61],"nonconvex":[64],"nondifferentialbe":[65],"objective":[66],"nonlinear":[69],"coupling":[70],"design":[72],"variables":[73],"in":[74],"constraints.":[76],"By":[77],"exploiting":[78,114],"binary":[79],"relaxation":[80],"introducing":[82],"auxiliary":[83],"variables,":[84],"first":[86],"convert":[87],"into":[90],"more":[92],"tractable":[93],"form.":[94],"We":[95],"then":[96],"develop":[97],"novel":[99],"algorithm":[100,120],"based":[101,121],"on":[102,122],"concave-convex":[104],"procedure":[105],"(CCCP)":[106],"technique":[107],"address":[109],"problem.":[111],"Furthermore,":[112],"by":[113],"structure,":[117],"efficient":[119],"inexact":[123],"block":[124],"coordinate":[125],"descent":[126],"(IBCD)":[127],"method":[128],"reduce":[132],"computational":[134],"complexity.":[135],"Numerical":[136],"results":[137],"validate":[138],"efficiency":[140],"algorithms.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}