{"id":"https://openalex.org/W3162856090","doi":"https://doi.org/10.1145/3448734.3450782","title":"MADDPG-based Task Offloading and Resource Management for Edge System","display_name":"MADDPG-based Task Offloading and Resource Management for Edge System","publication_year":2021,"publication_date":"2021-01-28","ids":{"openalex":"https://openalex.org/W3162856090","doi":"https://doi.org/10.1145/3448734.3450782","mag":"3162856090"},"language":"en","primary_location":{"id":"doi:10.1145/3448734.3450782","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448734.3450782","pdf_url":null,"source":{"id":"https://openalex.org/S4306531993","display_name":"The 2nd International Conference on Computing and Data Science","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2nd International Conference on Computing and Data Science","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/A5074603154","display_name":"Haojie Lin","orcid":"https://orcid.org/0009-0004-4525-0289"},"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":"Haojie Lin","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102930564","display_name":"Wenjing Hou","orcid":"https://orcid.org/0000-0002-1186-2373"},"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":"Wenjing Hou","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035607374","display_name":"Hong Wen","orcid":"https://orcid.org/0000-0002-0073-6101"},"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":"Hong Wen","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034048016","display_name":"Wenxin Lei","orcid":"https://orcid.org/0000-0002-9559-9890"},"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":"Wenxin Lei","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019493210","display_name":"Sihui Wu","orcid":null},"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":"Sihui Wu","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101723552","display_name":"Zhiwei Chen","orcid":"https://orcid.org/0009-0004-0260-3128"},"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 Chen","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074603154"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.616,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51032595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"5"},"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":0.9980999827384949,"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":0.9943000078201294,"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":0.835561990737915},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6633463501930237},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5851453542709351},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5720061659812927},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5681476593017578},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4978759288787842},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.48389777541160583},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.483737975358963},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4644693434238434},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46325287222862244},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4485003352165222},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3879464268684387},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2501685619354248},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.17872673273086548},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.09960567951202393},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09651884436607361}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.835561990737915},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6633463501930237},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5851453542709351},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5720061659812927},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5681476593017578},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4978759288787842},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.48389777541160583},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.483737975358963},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4644693434238434},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46325287222862244},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4485003352165222},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3879464268684387},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2501685619354248},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.17872673273086548},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.09960567951202393},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09651884436607361},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3448734.3450782","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448734.3450782","pdf_url":null,"source":{"id":"https://openalex.org/S4306531993","display_name":"The 2nd International Conference on Computing and Data Science","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2nd International Conference on Computing and Data Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2017648231","https://openalex.org/W2046274397","https://openalex.org/W2578806856","https://openalex.org/W2791399921","https://openalex.org/W2991103840","https://openalex.org/W2994894228","https://openalex.org/W3001514529","https://openalex.org/W3095779321","https://openalex.org/W3120265095"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W4322761281","https://openalex.org/W2968424451","https://openalex.org/W4238233472","https://openalex.org/W4221092438","https://openalex.org/W4313526662","https://openalex.org/W3111395152"],"abstract_inverted_index":{"With":[0],"the":[1,4,8,15,53,81,110,123],"development":[2],"of":[3,6,10,30,55,83],"Internet":[5],"Things,":[7],"number":[9],"smart":[11],"devices":[12,85],"connected":[13],"to":[14,38,52,72,79,104,109],"6th":[16],"generation":[17,98],"wireless":[18,73],"mobile":[19],"network":[20,48,57,60,66,113],"(6G)":[21],"has":[22],"increased":[23],"dramatically,":[24],"which":[25,41,136],"will":[26],"produce":[27],"a":[28,129],"variety":[29],"real-time":[31],"application":[32],"scenarios.":[33],"Edge":[34],"computing":[35,100,125],"is":[36,77,102],"close":[37],"terminal":[39,84],"equipment,":[40],"can":[42],"improve":[43],"user":[44],"experience":[45],"and":[46,62,64,75,91,114,127,146],"reduce":[47],"costs.":[49],"However,":[50],"due":[51],"coexistence":[54],"multi-dimensional":[56],"resources,":[58],"heterogeneous":[59],"devices,":[61],"complex":[63],"time-varying":[65],"structures,":[67],"this":[68],"brings":[69],"unprecedented":[70],"challenges":[71],"networks,":[74],"it":[76],"difficult":[78],"meet":[80],"needs":[82],"for":[86],"ultra-low":[87],"latency,":[88],"high":[89],"reliability,":[90],"low":[92],"power":[93],"consumption":[94],"services.":[95],"The":[96],"next":[97],"edge":[99,124],"architecture":[101],"considered":[103],"be":[105],"an":[106],"effective":[107],"solution":[108],"time":[111],"sensitive":[112],"communication":[115],"congestion.":[116],"This":[117],"paper":[118],"integrates":[119],"artificial":[120],"intelligence":[121],"into":[122],"architecture,":[126],"proposes":[128],"multi-agent":[130],"deep":[131],"deterministic":[132],"strategy":[133],"gradient":[134],"(MADDPG),":[135],"maximizes":[137],"processing":[138],"efficiency":[139],"by":[140],"jointly":[141],"optimizing":[142],"task":[143],"hierarchical":[144],"offloading":[145],"resource":[147],"allocation.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
