{"id":"https://openalex.org/W4416250177","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228177","title":"A Collaborative NDN Caching with Multi-Agent Deep Reinforcement Learning and Blockchain Incentives","display_name":"A Collaborative NDN Caching with Multi-Agent Deep Reinforcement Learning and Blockchain Incentives","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416250177","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228177"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/A5047651899","display_name":"Christian Nii Aflah Cobblah","orcid":"https://orcid.org/0000-0002-7921-7792"},"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":"Christian Nii Aflah Cobblah","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Computer Science and Engineering (School of Cyber Security),Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Computer Science and Engineering (School of Cyber Security),Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026564599","display_name":"Qi Xia","orcid":"https://orcid.org/0000-0003-2245-2588"},"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":"Qi Xia","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Computer Science and Engineering (School of Cyber Security),Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Computer Science and Engineering (School of Cyber Security),Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003606386","display_name":"Jianbin Gao","orcid":"https://orcid.org/0000-0001-7014-6417"},"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":"Jianbin Gao","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Computer Science and Engineering (School of Cyber Security),Chengdu,China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Computer Science and Engineering (School of Cyber Security),Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047651899"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38824925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9990000128746033,"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":0.9990000128746033,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":9.999999747378752e-05,"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":9.999999747378752e-05,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7376000285148621},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6110000014305115},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.5885000228881836},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.550599992275238},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5254999995231628},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.41769999265670776},{"id":"https://openalex.org/keywords/content-delivery","display_name":"Content delivery","score":0.3935999870300293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307999968528748},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7376000285148621},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6110000014305115},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.5885000228881836},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.550599992275238},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5356000065803528},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5302000045776367},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5254999995231628},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.41769999265670776},{"id":"https://openalex.org/C2986847828","wikidata":"https://www.wikidata.org/wiki/Q269415","display_name":"Content delivery","level":2,"score":0.3935999870300293},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.39329999685287476},{"id":"https://openalex.org/C205875254","wikidata":"https://www.wikidata.org/wiki/Q17156857","display_name":"Decentralised system","level":3,"score":0.3303000032901764},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.28299999237060547},{"id":"https://openalex.org/C5165142","wikidata":"https://www.wikidata.org/wiki/Q5432732","display_name":"False sharing","level":5,"score":0.2687999904155731},{"id":"https://openalex.org/C167713795","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"Smart Cache","level":5,"score":0.2653000056743622},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2558914528","https://openalex.org/W2980275416","https://openalex.org/W3012513322","https://openalex.org/W3036443605","https://openalex.org/W3041607310","https://openalex.org/W3119520822","https://openalex.org/W3120959647","https://openalex.org/W3122724111","https://openalex.org/W3131730915","https://openalex.org/W4299911655","https://openalex.org/W4308087379","https://openalex.org/W4312331402","https://openalex.org/W4312540329","https://openalex.org/W4313491442","https://openalex.org/W4323026319","https://openalex.org/W4381744306","https://openalex.org/W4393855117","https://openalex.org/W4398188181","https://openalex.org/W4402629284","https://openalex.org/W4404296118","https://openalex.org/W4404296285","https://openalex.org/W4405975005"],"related_works":[],"abstract_inverted_index":{"As":[0],"data-driven":[1],"applications":[2],"and":[3,27,34,56,71,80,88,98,129],"user":[4],"demands":[5],"grow,":[6],"managing":[7],"content":[8,31],"delivery":[9],"in":[10,25],"Named":[11],"Data":[12],"Networking":[13],"(NDN)":[14],"has":[15],"become":[16],"more":[17],"challenging.":[18],"Traditional":[19],"caching":[20,46,65,116,125],"methods":[21],"struggle":[22],"to":[23,62],"scale":[24],"dynamic":[26,136],"decentralized":[28,44,137],"environments":[29],"where":[30],"popularity":[32],"changes":[33],"collaboration":[35,97],"among":[36],"routers":[37,61],"is":[38],"needed.":[39],"This":[40],"paper":[41],"introduces":[42],"a":[43,92],"collaborative":[45],"framework":[47,103],"for":[48,111],"NDN,":[49],"combining":[50],"Multi-Agent":[51],"Deep":[52],"Reinforcement":[53],"Learning":[54],"(MADRL)":[55],"blockchain":[57],"technology.":[58],"MADRL":[59],"enables":[60],"autonomously":[63],"adjust":[64],"strategies":[66],"based":[67],"on":[68],"local":[69],"states":[70],"interactions":[72],"with":[73],"neighboring":[74],"routers,":[75],"improving":[76],"cache":[77],"hit":[78],"rates":[79],"reducing":[81],"retrieval":[82],"costs.":[83],"Blockchain":[84],"technology":[85],"ensures":[86],"fair":[87],"transparent":[89],"rewards":[90],"through":[91],"cryptocurrency-based":[93],"token":[94],"system,":[95],"incentivizing":[96],"minimizing":[99],"free-riding":[100],"risks.":[101],"The":[102],"also":[104],"integrates":[105],"Delegated":[106],"Proof":[107],"of":[108,115,135],"Stake":[109],"(DPoS)":[110],"efficient,":[112],"secure":[113],"validation":[114],"actions.":[117],"Simulations":[118],"demonstrate":[119],"that":[120],"the":[121,133],"approach":[122],"significantly":[123],"enhances":[124],"efficiency,":[126],"reduces":[127],"latency,":[128],"improves":[130],"scalability,":[131],"addressing":[132],"challenges":[134],"environments.":[138]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-14T00:00:00"}
