{"id":"https://openalex.org/W3132253825","doi":"https://doi.org/10.1109/globecom42002.2020.9348181","title":"Efficient Resources Allocation and Computation Offloading Model for AP-based Edge Cloud","display_name":"Efficient Resources Allocation and Computation Offloading Model for AP-based Edge Cloud","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3132253825","doi":"https://doi.org/10.1109/globecom42002.2020.9348181","mag":"3132253825"},"language":"en","primary_location":{"id":"doi:10.1109/globecom42002.2020.9348181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9348181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081206900","display_name":"Zhong Wang","orcid":"https://orcid.org/0000-0001-9138-6655"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Wang","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490654","display_name":"Guangtao Xue","orcid":"https://orcid.org/0000-0002-1617-3593"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Xue","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041333646","display_name":"Shiyou Qian","orcid":"https://orcid.org/0000-0001-7775-1740"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyou Qian","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100608808","display_name":"Minglu Li","orcid":"https://orcid.org/0000-0003-1751-9418"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minglu Li","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang Normal University, Jinhua, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang Normal University, Jinhua, China","institution_ids":["https://openalex.org/I135237710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2342,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46180266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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":0.9998999834060669,"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/T13553","display_name":"Age of Information Optimization","score":0.995199978351593,"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":0.9937000274658203,"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":0.8350092768669128},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7903767824172974},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.7051516771316528},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6910984516143799},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5816857814788818},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5704993605613708},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5474545955657959},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5348073244094849},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5117923617362976},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.49268895387649536},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.47807908058166504},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45312926173210144},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4529811143875122},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4153786301612854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.133754163980484},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12773844599723816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11078184843063354},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06857287883758545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8350092768669128},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7903767824172974},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7051516771316528},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6910984516143799},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5816857814788818},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5704993605613708},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5474545955657959},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5348073244094849},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5117923617362976},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.49268895387649536},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.47807908058166504},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45312926173210144},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4529811143875122},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4153786301612854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.133754163980484},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12773844599723816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11078184843063354},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06857287883758545},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom42002.2020.9348181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9348181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3817711755","display_name":null,"funder_award_id":"2018YFB2101102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6343257303","display_name":null,"funder_award_id":"20XD1402100","funder_id":"https://openalex.org/F4320335796","funder_display_name":"Program of Shanghai Academic Research Leader"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335796","display_name":"Program of Shanghai Academic Research Leader","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2195423816","https://openalex.org/W2416799949","https://openalex.org/W2677041581","https://openalex.org/W2763982073","https://openalex.org/W2767011558","https://openalex.org/W2810892396","https://openalex.org/W2909977353","https://openalex.org/W2918714081","https://openalex.org/W2920582503","https://openalex.org/W2963618158","https://openalex.org/W2964225751","https://openalex.org/W2965289829","https://openalex.org/W3213458668","https://openalex.org/W6758202956"],"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/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W3014317926","https://openalex.org/W2917127270","https://openalex.org/W3185499500"],"abstract_inverted_index":{"Multi-access":[0],"edge":[1,44,62,124,137],"computing":[2,12,120],"(MEC)":[3],"plays":[4],"an":[5,51,98],"important":[6],"role":[7],"in":[8,25,72],"taking":[9],"the":[10,16,19,66,117,133,142,147,158,169],"cloud":[11],"resources":[13,38,121,130],"closer":[14],"to":[15,29,32,39,115,145,176,179],"end-user":[17],"at":[18,122],"network":[20],"edge.":[21],"The":[22],"main":[23],"challenge":[24],"such":[26],"systems":[27],"is":[28],"build":[30],"models":[31,170],"efficiently":[33],"predict":[34,116],"and":[35,55,79,92,131],"offload":[36,128],"computational":[37],"maintain":[40],"load":[41],"balancing":[42],"among":[43],"clouds.":[45],"In":[46],"this":[47,82,113],"paper,":[48],"we":[49,139],"present":[50],"Efficient":[52],"Resources":[53],"Allocation":[54],"Computation":[56],"Offloading":[57],"(ERACO)":[58],"model":[59],"with":[60,112],"36":[61],"nodes":[63],"based":[64],"on":[65],"large-scale":[67],"wireless":[68,90],"access":[69],"point":[70],"(AP)":[71],"a":[73,152,183],"campus":[74],"environment.":[75],"We":[76],"first":[77],"collected":[78],"sufficiently":[80],"analyzed":[81],"large":[83],"WiFi":[84],"dataset,":[85],"covering":[86],"more":[87],"than":[88],"8,500":[89],"APs":[91],"serves":[93],"44,000":[94],"active":[95],"end-users":[96],"within":[97],"area":[99],"of":[100,119,162,185],"3.1":[101],"km2over":[102],"three":[103],"months.":[104],"A":[105],"multi-class":[106],"classification":[107],"algorithm":[108],"was":[109],"then":[110,140],"used":[111],"data":[114],"usage":[118],"each":[123,136],"node.":[125],"To":[126],"reasonably":[127],"these":[129],"decrease":[132,171],"latency":[134,154,173],"between":[135],"node,":[138],"propose":[141],"optimization":[143,155],"strategy":[144],"formulate":[146],"complicated":[148],"offloading":[149],"problem":[150,156],"as":[151],"multi-objective":[153],"using":[157],"alternating":[159],"direction":[160],"method":[161],"multipliers":[163],"(ADMM).":[164],"Experimental":[165],"results":[166],"show":[167],"that":[168],"user":[172],"by":[174],"up":[175],"30%,":[177],"compared":[178],"state-of-the-art":[180],"methods":[181],"for":[182],"variety":[184],"applications.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
