{"id":"https://openalex.org/W4400525270","doi":"https://doi.org/10.1109/tpds.2024.3426523","title":"Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative Scheme","display_name":"Cost-Effective Server Deployment for Multi-Access Edge Networks: A Cooperative Scheme","publication_year":2024,"publication_date":"2024-07-11","ids":{"openalex":"https://openalex.org/W4400525270","doi":"https://doi.org/10.1109/tpds.2024.3426523"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2024.3426523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2024.3426523","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Parallel and Distributed Systems","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/A5020316467","display_name":"Rong Cong","orcid":"https://orcid.org/0000-0002-1058-0593"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rong Cong","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062212392","display_name":"Zhiwei Zhao","orcid":"https://orcid.org/0000-0001-5293-0558"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041611650","display_name":"Linyuanqi Zhang","orcid":"https://orcid.org/0009-0004-1405-7910"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyuanqi Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100770003","display_name":"Geyong Min","orcid":"https://orcid.org/0000-0003-1395-7314"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Geyong Min","raw_affiliation_strings":["Department of Computer Science, University of Exeter, Exeter, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Exeter, Exeter, U.K","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020316467"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":5.2021,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95919656,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"35","issue":"9","first_page":"1583","last_page":"1597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9961000084877014,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9961000084877014,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9947999715805054,"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":0.9894000291824341,"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":0.8466694355010986},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7194434404373169},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.684772253036499},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6662309169769287},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.506636917591095},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49268895387649536},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4287647008895874},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23347929120063782},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17504391074180603}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8466694355010986},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7194434404373169},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.684772253036499},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6662309169769287},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.506636917591095},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49268895387649536},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4287647008895874},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23347929120063782},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17504391074180603},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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":1,"locations":[{"id":"doi:10.1109/tpds.2024.3426523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2024.3426523","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3404737385","display_name":null,"funder_award_id":"62372094","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":52,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2081450055","https://openalex.org/W2089050596","https://openalex.org/W2110981381","https://openalex.org/W2112796928","https://openalex.org/W2150915074","https://openalex.org/W2157488554","https://openalex.org/W2158712333","https://openalex.org/W2191948661","https://openalex.org/W2194187530","https://openalex.org/W2194775991","https://openalex.org/W2585864356","https://openalex.org/W2755775376","https://openalex.org/W2797226653","https://openalex.org/W2896457183","https://openalex.org/W2944164265","https://openalex.org/W2951890823","https://openalex.org/W2963323070","https://openalex.org/W2964084369","https://openalex.org/W2965289829","https://openalex.org/W2966313861","https://openalex.org/W2975241278","https://openalex.org/W2986404693","https://openalex.org/W2992296379","https://openalex.org/W2998106326","https://openalex.org/W3005566700","https://openalex.org/W3008177173","https://openalex.org/W3013299604","https://openalex.org/W3014810041","https://openalex.org/W3033403459","https://openalex.org/W3034971973","https://openalex.org/W3041971333","https://openalex.org/W3047516387","https://openalex.org/W3091308137","https://openalex.org/W3106691956","https://openalex.org/W3138472728","https://openalex.org/W3147954149","https://openalex.org/W3170672970","https://openalex.org/W3191321386","https://openalex.org/W3198388349","https://openalex.org/W3211008182","https://openalex.org/W4214605592","https://openalex.org/W4221146855","https://openalex.org/W4229374903","https://openalex.org/W4283212161","https://openalex.org/W4285181494","https://openalex.org/W4293246049","https://openalex.org/W4308089107","https://openalex.org/W4313146222","https://openalex.org/W4377195960","https://openalex.org/W4386365316","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"The":[0,109,215],"combination":[1],"of":[2,29,47,89,112,210],"5G/6G":[3,35],"and":[4,17,141,166,232,238],"edge":[5,36,48,107,213],"computing":[6,19],"has":[7],"been":[8],"envisioned":[9],"as":[10],"a":[11,52,99,126,154,191,245],"promising":[12],"paradigm":[13],"to":[14,42,50,115,120,160,179,190],"empower":[15],"pervasive":[16],"intensive":[18],"for":[20,33,87,104,145,252],"the":[21,30,44,63,73,90,132,142,163,170,187,197,207,221,227,239],"Internet-of-Things":[22],"(IoT).":[23],"High":[24],"deployment":[25,102,165,228,247],"cost":[26,229,248],"is":[27,114],"one":[28],"major":[31],"obstacles":[32],"realizing":[34],"computing.":[37,108],"Most":[38],"existing":[39],"works":[40],"tried":[41],"deploy":[43],"minimum":[45],"number":[46],"servers":[49,119],"cover":[51],"target":[53],"area":[54],"by":[55,72,230,236],"avoiding":[56],"coverage":[57],"overlaps.":[58],"However,":[59],"following":[60],"this":[61,94,130],"framework,":[62],"resource":[64,143,234],"requirement":[65,75,144],"per":[66],"server":[67,101,147,164],"will":[68,83],"be":[69,84,136,149],"drastically":[70],"increased":[71],"peak":[74,133],"during":[76],"workload":[77],"variations.":[78],"Even":[79],"worse,":[80],"most":[81,88],"resources":[82],"left":[85],"under-utilized":[86],"time.":[91],"To":[92],"address":[93],"problem,":[95],"we":[96,184],"propose":[97,153],"CoopEdge,":[98,250],"cost-effective":[100],"scheme":[103],"cooperative":[105,127],"multi-access":[106],"key":[110],"idea":[111],"CoopEdge":[113,224],"allow":[116],"deploying":[117],"overlapped":[118],"handle":[121],"variable":[122],"requested":[123],"workloads":[124],"in":[125],"manner.":[128],"In":[129],"way,":[131],"demands":[134],"can":[135,148,243],"dispersed":[137],"into":[138],"multiple":[139,173],"servers,":[140],"each":[146,182],"greatly":[150],"reduced.":[151],"We":[152],"Two-step":[155],"Incremental":[156],"Deployment":[157],"(TID)":[158],"algorithm":[159,189,194,242],"jointly":[161],"decide":[162],"cooperation":[167],"policies.":[168],"For":[169],"scenarios":[171],"involving":[172],"network":[174],"operators":[175],"that":[176,218],"are":[177,203],"unwilling":[178],"cooperate":[180],"with":[181,220,249],"other,":[183],"further":[185],"extend":[186],"TID":[188,193],"distributed":[192,241],"based":[195,205],"on":[196,206],"game":[198],"theory.":[199],"Extensive":[200],"evaluation":[201],"experiments":[202],"conducted":[204],"measurement":[208],"results":[209,216],"seven":[211],"real-world":[212],"applications.":[214],"show":[217],"compared":[219],"state-of-the-art":[222],"work,":[223],"significantly":[225],"reduces":[226],"38.7%":[231],"improves":[233],"utilization":[235],"36.2%,":[237],"proposed":[240],"achieve":[244],"comparable":[246],"especially":[251],"small-coverage":[253],"servers.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
