{"id":"https://openalex.org/W4393305235","doi":"https://doi.org/10.1109/tmc.2024.3383041","title":"Computation Offloading in Resource-Constrained Multi-Access Edge Computing","display_name":"Computation Offloading in Resource-Constrained Multi-Access Edge Computing","publication_year":2024,"publication_date":"2024-03-29","ids":{"openalex":"https://openalex.org/W4393305235","doi":"https://doi.org/10.1109/tmc.2024.3383041"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3383041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3383041","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer 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 Mobile Computing","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/A5086136960","display_name":"Kexin Li","orcid":"https://orcid.org/0000-0003-3511-2582"},"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"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Li","raw_affiliation_strings":["Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-3511-2582","affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China","institution_ids":["https://openalex.org/I4210144487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060756453","display_name":"Xingwei Wang","orcid":"https://orcid.org/0000-0001-8314-2642"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwei Wang","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-8314-2642","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019915847","display_name":"Qiang He","orcid":"https://orcid.org/0000-0002-1820-6141"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang He","raw_affiliation_strings":["College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-1820-6141","affiliations":[{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043163390","display_name":"Jielei Wang","orcid":"https://orcid.org/0000-0003-2882-7053"},"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"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jielei Wang","raw_affiliation_strings":["Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2882-7053","affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China","institution_ids":["https://openalex.org/I4210144487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660543","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-7582-7630"},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["College of Computer Science and Information Engineering, Hubei University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Engineering, Hubei University, Wuhan, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077782832","display_name":"Siyu Zhan","orcid":"https://orcid.org/0000-0003-0861-5491"},"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"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Zhan","raw_affiliation_strings":["Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China","institution_ids":["https://openalex.org/I4210144487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000444026","display_name":"Guoming Lu","orcid":"https://orcid.org/0000-0001-7477-5800"},"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"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoming Lu","raw_affiliation_strings":["Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Collaborative Computing, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Trusted Cloud Computing and Big Data Key Laboratory of Sichuan Province, Chengdu, China","institution_ids":["https://openalex.org/I4210144487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004847496","display_name":"Schahram Dustdar","orcid":"https://orcid.org/0000-0001-6872-8821"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Schahram Dustdar","raw_affiliation_strings":["Distributed Systems Group, TU Wien, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0001-6872-8821","affiliations":[{"raw_affiliation_string":"Distributed Systems Group, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.1808,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9741887,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"23","issue":"11","first_page":"10665","last_page":"10677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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":0.9995999932289124,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11133","display_name":"UAV Applications and Optimization","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.895087480545044},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.7413583397865295},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6577249765396118},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6482502222061157},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.6317407488822937},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6219291687011719},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5558046698570251},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5187087655067444},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.47618618607521057},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.47213464975357056},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.44444209337234497},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.42298126220703125},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4214722812175751},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4203093349933624},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.41402724385261536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21949005126953125},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.18855971097946167},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.10018497705459595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.895087480545044},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.7413583397865295},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6577249765396118},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6482502222061157},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.6317407488822937},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6219291687011719},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5558046698570251},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5187087655067444},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47618618607521057},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.47213464975357056},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.44444209337234497},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.42298126220703125},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4214722812175751},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4203093349933624},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.41402724385261536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21949005126953125},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.18855971097946167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.10018497705459595},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3383041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3383041","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer 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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1671140559","display_name":null,"funder_award_id":"92267206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2551476765","display_name":null,"funder_award_id":"62032013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7081544095","display_name":null,"funder_award_id":"U19A2059","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1998858700","https://openalex.org/W2201581102","https://openalex.org/W2791432311","https://openalex.org/W2901266587","https://openalex.org/W2916102615","https://openalex.org/W2945880059","https://openalex.org/W2952627098","https://openalex.org/W2963060851","https://openalex.org/W2977046106","https://openalex.org/W2994053796","https://openalex.org/W2999338250","https://openalex.org/W3019721760","https://openalex.org/W3024681024","https://openalex.org/W3037157458","https://openalex.org/W3046127806","https://openalex.org/W3080425979","https://openalex.org/W3082564937","https://openalex.org/W3103046705","https://openalex.org/W3105504538","https://openalex.org/W3105649577","https://openalex.org/W3109463546","https://openalex.org/W3117755275","https://openalex.org/W3127342281","https://openalex.org/W3152953026","https://openalex.org/W3153288312","https://openalex.org/W4206321341","https://openalex.org/W4210485470","https://openalex.org/W4211067533","https://openalex.org/W4224910492","https://openalex.org/W4285130686","https://openalex.org/W4291433199","https://openalex.org/W4313855707","https://openalex.org/W4379382582","https://openalex.org/W4386280791","https://openalex.org/W6687681856","https://openalex.org/W6738796088","https://openalex.org/W6753635576","https://openalex.org/W6757781149","https://openalex.org/W6789997373","https://openalex.org/W6852753278"],"related_works":["https://openalex.org/W2894114519","https://openalex.org/W4282941432","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3200145713","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3106131444"],"abstract_inverted_index":{"Recently,":[0],"computation":[1,103,201],"offloading":[2,18,104,202],"methods":[3,227],"have":[4],"greatly":[5],"improved":[6],"the":[7,21,35,38,82,116,133,138,178,190,200,232,241],"Quality":[8],"of":[9,27,37],"Experience":[10],"(QoE)":[11],"in":[12,120,147,165,204,212],"Multi-access":[13],"Edge":[14],"Computing":[15],"(MEC)":[16],"by":[17,64,87],"tasks":[19],"to":[20,33,114,141,161,168,194,231],"edge":[22],"servers.":[23],"Since":[24],"well-coordinated":[25],"actions":[26],"Terminal":[28],"Devices":[29],"(TDs)":[30],"are":[31,61],"critical":[32],"improving":[34],"performance":[36,237],"entire":[39],"individual":[40],"system,":[41],"many":[42],"practical":[43],"MEC-based":[44],"applications,":[45],"i.e.,":[46],"firefighting":[47],"robots":[48],"and":[49,136,144,173,198],"unmanned":[50],"aerial":[51],"vehicles,":[52],"require":[53],"great":[54],"teamwork":[55],"among":[56],"TDs.":[57],"However,":[58],"real-world":[59],"scenarios":[60],"usually":[62],"bound":[63],"resource":[65],"conditions.":[66],"For":[67],"instance,":[68],"network":[69],"connectivity":[70],"may":[71],"weaken":[72],"or":[73],"experience":[74],"interruptions":[75],"during":[76],"emergency":[77],"situations.":[78],"In":[79,97],"cases":[80],"where":[81],"communication":[83,223],"medium":[84],"is":[85,185],"utilized":[86],"multiple":[88],"TDs,":[89],"achieving":[90],"effective":[91],"coordination":[92],"poses":[93],"a":[94,102,121,127,148,154,182,205,213],"significant":[95,245],"challenge.":[96],"this":[98],"paper,":[99],"we":[100,125,152,217],"propose":[101,153],"scheme":[105,243],"based":[106,131,176],"on":[107,132,177],"Scheduled":[108],"Multi-agent":[109],"Deep":[110],"Reinforcement":[111],"Learning":[112],"(SMDRL)":[113],"make":[115],"most":[117,191],"efficient":[118],"decision":[119],"resource-constrained":[122],"scenario.":[123],"First,":[124],"design":[126],"virtual":[128],"energy":[129,145],"queue":[130],"MEC":[134,207],"system":[135],"maximize":[137],"QoE":[139],"(related":[140],"service":[142],"delay":[143],"consumption)":[146],"real-time":[149],"manner.":[150,215],"Subsequently,":[151],"scheduled":[155],"multi-agent":[156],"deep":[157],"reinforcement":[158],"learning":[159,166],"algorithm":[160],"support":[162],"each":[163],"TD":[164],"how":[167],"encode":[169],"messages,":[170,197],"select":[171],"actions,":[172],"schedule":[174],"itself":[175],"received":[179],"messages.":[180],"Furthermore,":[181],"TopK":[183],"mechanism":[184,188],"introduced.":[186],"This":[187],"chooses":[189],"crucial":[192],"TDs":[193],"broadcast":[195],"their":[196],"then":[199],"problem":[203],"communication-constrained":[206],"environment":[208],"can":[209,228],"be":[210],"solved":[211],"low-communication":[214],"Also,":[216],"prove":[218],"that":[219,240],"even":[220],"under":[221],"limited":[222],"conditions,":[224],"our":[225],"proposed":[226],"still":[229],"lead":[230],"close-to-optimal":[233],"performance.":[234],"The":[235],"final":[236],"analysis":[238],"shows":[239],"developed":[242],"has":[244],"advantages":[246],"over":[247],"other":[248],"representative":[249],"schemes.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}