{"id":"https://openalex.org/W4210804704","doi":"https://doi.org/10.1109/globecom46510.2021.9685590","title":"Joint Caching and Transmission in the Mobile Edge Network: An Multi-Agent Learning Approach","display_name":"Joint Caching and Transmission in the Mobile Edge Network: An Multi-Agent Learning Approach","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4210804704","doi":"https://doi.org/10.1109/globecom46510.2021.9685590"},"language":"en","primary_location":{"id":"doi:10.1109/globecom46510.2021.9685590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685590","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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":"2021 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2209.04164","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001410776","display_name":"Qirui Mi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Qirui Mi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101660068","display_name":"Ning Yang","orcid":"https://orcid.org/0000-0001-7021-3894"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ning Yang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399670","display_name":"Haifeng Zhang","orcid":"https://orcid.org/0000-0002-4917-746X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haifeng Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458455","display_name":"Haijun Zhang","orcid":"https://orcid.org/0000-0002-0236-6482"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haijun Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100384682","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-0926-4761"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001410776"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2376,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77282851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"34","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":1.0,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9861999750137329,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9537000060081482,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8930093050003052},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.7835770845413208},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.6462629437446594},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5811241269111633},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5656748414039612},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5106330513954163},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5023632049560547},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47941964864730835},{"id":"https://openalex.org/keywords/transmission-delay","display_name":"Transmission delay","score":0.45291823148727417},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.43697911500930786},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4168652594089508},{"id":"https://openalex.org/keywords/learning-automata","display_name":"Learning automata","score":0.4104156494140625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15602010488510132},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.12215149402618408},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11160144209861755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8930093050003052},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7835770845413208},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.6462629437446594},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5811241269111633},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5656748414039612},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5106330513954163},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5023632049560547},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47941964864730835},{"id":"https://openalex.org/C108921912","wikidata":"https://www.wikidata.org/wiki/Q7834639","display_name":"Transmission delay","level":3,"score":0.45291823148727417},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.43697911500930786},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4168652594089508},{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.4104156494140625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15602010488510132},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.12215149402618408},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11160144209861755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","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/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/globecom46510.2021.9685590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685590","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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":"2021 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2209.04164","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.04164","pdf_url":"https://arxiv.org/pdf/2209.04164","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10194865","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10194865/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:  2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings.    IEEE: Madrid, Spain. (2022)     ","raw_type":"Proceedings paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2209.04164","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.04164","pdf_url":"https://arxiv.org/pdf/2209.04164","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2030501831","https://openalex.org/W2047251584","https://openalex.org/W2159209451","https://openalex.org/W2806755975","https://openalex.org/W2963019341","https://openalex.org/W2963040956","https://openalex.org/W2963079995","https://openalex.org/W2981587265","https://openalex.org/W2997072274","https://openalex.org/W3002844053","https://openalex.org/W3006721800","https://openalex.org/W3011482353","https://openalex.org/W3013525469","https://openalex.org/W4299802797","https://openalex.org/W6738796088"],"related_works":["https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2057435755","https://openalex.org/W3121798572","https://openalex.org/W2018782216","https://openalex.org/W2101552690","https://openalex.org/W2770877918"],"abstract_inverted_index":{"Joint":[0],"caching":[1,27,52,62,92],"and":[2,28,54,80],"transmission":[3,40,55,95,104,108,127],"optimization":[4,53],"problem":[5],"is":[6,35,64],"challenging":[7],"due":[8],"to":[9,24,36,66,75,83],"the":[10,38,78,87,91,94,121,125,133,136],"deep":[11],"coupling":[12],"between":[13],"decisions.":[14],"This":[15],"paper":[16],"proposes":[17],"an":[18],"iterative":[19,47],"distributed":[20],"multi-agent":[21,58,111,138],"learning":[22,60,113,139],"approach":[23,34],"jointly":[25],"optimize":[26],"transmission.":[29],"The":[30,129],"goal":[31],"of":[32,42,90,135],"this":[33,46],"minimize":[37],"total":[39],"delay":[41],"all":[43],"users.":[44],"In":[45],"approach,":[48],"each":[49],"iteration":[50],"includes":[51],"optimization.":[56],"A":[57],"reinforcement":[59],"(MARL)-based":[61],"network":[63,96],"developed":[65],"cache":[67,79],"popular":[68],"tasks,":[69],"such":[70],"as":[71],"answering":[72],"which":[73,81],"files":[74,82,89,99],"evict":[76],"from":[77],"storage.":[84],"Based":[85],"on":[86],"cached":[88,98],"network,":[93],"transmits":[97],"for":[100],"users":[101,119],"by":[102],"single":[103],"(ST)":[105],"or":[106],"joint":[107],"(JT)":[109],"with":[110,124],"Bayesian":[112],"automaton":[114],"(MABLA)":[115],"method.":[116],"And":[117],"then":[118],"access":[120],"edge":[122],"servers":[123],"minimum":[126],"delay.":[128],"experimental":[130],"results":[131],"demonstrate":[132],"performance":[134],"proposed":[137],"approach.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
