{"id":"https://openalex.org/W4408324924","doi":"https://doi.org/10.1109/globecom52923.2024.10901823","title":"Exploiting Parametrized Deep Q-Networks into Emergency Caching: A Joint Coding Design and User Allocation","display_name":"Exploiting Parametrized Deep Q-Networks into Emergency Caching: A Joint Coding Design and User Allocation","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408324924","doi":"https://doi.org/10.1109/globecom52923.2024.10901823"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10901823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","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/A5026605531","display_name":"Bingxin Tian","orcid":"https://orcid.org/0000-0002-1047-7270"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bingxin Tian","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100335940","display_name":"Li Wang","orcid":"https://orcid.org/0000-0002-0973-1614"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Computer Science,Beijing,China,100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Computer Science,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052560055","display_name":"Lianming Xu","orcid":"https://orcid.org/0009-0006-9142-8863"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianming Xu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101687836","display_name":"Zheng Chang","orcid":"https://orcid.org/0000-0002-8986-6841"},"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":"Zheng Chang","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,China,611731"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,China,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090675101","display_name":"Aiguo Fei","orcid":"https://orcid.org/0000-0002-7053-9832"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aiguo Fei","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Computer Science,Beijing,China,100876"],"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Computer Science,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026605531"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.3653,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67021412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4150","last_page":"4155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9933000206947327,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.974399983882904,"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":0.7471625804901123},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5655602216720581},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5450683832168579},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4567112326622009},{"id":"https://openalex.org/keywords/linear-network-coding","display_name":"Linear network coding","score":0.4354419708251953},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39278915524482727},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11581695079803467},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07441091537475586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7471625804901123},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5655602216720581},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5450683832168579},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4567112326622009},{"id":"https://openalex.org/C138293262","wikidata":"https://www.wikidata.org/wiki/Q1089578","display_name":"Linear network coding","level":3,"score":0.4354419708251953},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39278915524482727},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11581695079803467},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07441091537475586},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom52923.2024.10901823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2015665112","https://openalex.org/W2775998236","https://openalex.org/W2978276916","https://openalex.org/W3002844053","https://openalex.org/W3021309758","https://openalex.org/W3048543830","https://openalex.org/W3115986504","https://openalex.org/W3125458889","https://openalex.org/W4379799398","https://openalex.org/W4385287558"],"related_works":["https://openalex.org/W2212571888","https://openalex.org/W2139379087","https://openalex.org/W2285288187","https://openalex.org/W2411336269","https://openalex.org/W2020805386","https://openalex.org/W3014803371","https://openalex.org/W2124128583","https://openalex.org/W2079655802","https://openalex.org/W2096444692","https://openalex.org/W2489403550"],"abstract_inverted_index":{"With":[0],"bandwidth":[1],"constraints":[2],"in":[3,35,127],"emergency":[4,27,37],"communications,":[5],"device-to-device":[6],"(D2D)-based":[7],"coded":[8,41],"caching":[9,42],"emerges":[10],"as":[11],"a":[12,92,111],"solution":[13],"for":[14],"efficiently":[15],"transmitting":[16],"high-bandwidth-demanding":[17],"services.":[18],"In":[19],"this":[20],"article,":[21],"we":[22,90],"investigate":[23],"content":[24,64],"sharing":[25,65],"between":[26,74],"vehicles":[28],"and":[29,52,78,86,131],"mobile":[30],"users":[31],"via":[32],"D2D":[33],"communications":[34],"the":[36,59,68,101,121,124],"networks":[38],"by":[39,83],"exploiting":[40],"schemes.":[43],"The":[44,72],"joint":[45],"optimization":[46,77],"of":[47,63,123],"coding":[48,50,75],"schemes,":[49],"parameters,":[51],"matching":[53],"relations":[54],"is":[55,81],"proposed":[56,125],"to":[57,99],"maximize":[58],"overall":[60,69],"success":[61,129],"probability":[62,130],"while":[66],"minimizing":[67],"transmission":[70,133],"cost.":[71,134],"interplay":[73],"parameters":[76],"resource":[79],"allocation":[80],"investigated":[82],"both":[84],"download":[85],"repair":[87],"process.":[88],"Moreover,":[89],"propose":[91],"multi-agent":[93],"parameterized":[94],"deep":[95],"Q-network":[96],"(MA-PDQN)":[97],"algorithm":[98,126],"solve":[100],"mixed":[102],"integer":[103],"nonlinear":[104],"programming":[105],"(MINLP),":[106],"with":[107,113],"each":[108],"agent":[109],"employing":[110],"PDQN":[112],"hybrid":[114],"discrete-continuous":[115],"action":[116],"space.":[117],"Simulation":[118],"results":[119],"show":[120],"effectiveness":[122],"improving":[128],"reducing":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}