{"id":"https://openalex.org/W2795601195","doi":"https://doi.org/10.1109/iccchina.2017.8330354","title":"Reinforcement learning-based algorithm for efficient and adaptive forwarding in named data networking","display_name":"Reinforcement learning-based algorithm for efficient and adaptive forwarding in named data networking","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2795601195","doi":"https://doi.org/10.1109/iccchina.2017.8330354","mag":"2795601195"},"language":"en","primary_location":{"id":"doi:10.1109/iccchina.2017.8330354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccchina.2017.8330354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/CIC International Conference on Communications in China (ICCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5046113200","display_name":"Bo Fu","orcid":"https://orcid.org/0000-0003-3597-1504"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Fu","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110545442","display_name":"Liang Qian","orcid":"https://orcid.org/0009-0000-7831-3785"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Qian","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101635983","display_name":"Yuting Zhu","orcid":"https://orcid.org/0000-0002-4353-3726"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Zhu","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007672284","display_name":"Liangpeng Wang","orcid":"https://orcid.org/0009-0003-5165-280X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangpeng Wang","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9922000169754028,"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/T12038","display_name":"Covalent Organic Framework Applications","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.8160650730133057},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7958699464797974},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.7935159206390381},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5984762907028198},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5725645422935486},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5648060441017151},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.43131399154663086},{"id":"https://openalex.org/keywords/information-centric-networking","display_name":"Information-centric networking","score":0.41597670316696167},{"id":"https://openalex.org/keywords/forwarding-plane","display_name":"Forwarding plane","score":0.4154480993747711},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3314704895019531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3096647262573242},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.23796674609184265},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16420432925224304}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8160650730133057},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7958699464797974},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.7935159206390381},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5984762907028198},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5725645422935486},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5648060441017151},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.43131399154663086},{"id":"https://openalex.org/C2777455782","wikidata":"https://www.wikidata.org/wiki/Q18208068","display_name":"Information-centric networking","level":3,"score":0.41597670316696167},{"id":"https://openalex.org/C10597312","wikidata":"https://www.wikidata.org/wiki/Q5473302","display_name":"Forwarding plane","level":3,"score":0.4154480993747711},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3314704895019531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3096647262573242},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.23796674609184265},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16420432925224304},{"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccchina.2017.8330354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccchina.2017.8330354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/CIC International Conference on Communications in China (ICCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W2010865299","https://openalex.org/W2013861728","https://openalex.org/W2035806658","https://openalex.org/W2114103190","https://openalex.org/W2121863487","https://openalex.org/W2155903900","https://openalex.org/W2249393468","https://openalex.org/W2291202542","https://openalex.org/W2357906548","https://openalex.org/W2564308420","https://openalex.org/W4214717370","https://openalex.org/W4240971133"],"related_works":["https://openalex.org/W116776481","https://openalex.org/W4362501864","https://openalex.org/W2132654627","https://openalex.org/W2000954674","https://openalex.org/W2768811066","https://openalex.org/W3046219093","https://openalex.org/W2300488412","https://openalex.org/W3044294559","https://openalex.org/W3106235454","https://openalex.org/W3111092803"],"abstract_inverted_index":{"In":[0,102],"order":[1],"to":[2,21,62,78,123,174],"solve":[3,124],"the":[4,25,36,40,58,64,73,80,85,94,107,125,142,147,175,183],"severe":[5],"issues":[6,96],"of":[7,18,24,43,67,93,109,177],"current":[8],"TCP/IP":[9],"Internet":[10,28],"architecture,":[11],"Named":[12],"Data":[13],"Networking(NDN)":[14],"recently":[15],"attracts":[16],"lots":[17],"researchers,":[19],"deemed":[20],"be":[22],"one":[23],"most":[26],"futuristic":[27],"paradigms":[29],"among":[30],"numerous":[31],"Information-Centric":[32],"Networking(ICN)":[33],"proposals.":[34],"Although":[35],"forwarding":[37,53,149,159],"strategy":[38,60,75,134,181],"is":[39,46],"key":[41],"feature":[42],"NDN,":[44],"it":[45],"still":[47],"at":[48],"a":[49],"preliminary":[50],"stage.":[51],"Current":[52],"strategies":[54,160],"either":[55],"base":[56,71],"on":[57,72,154],"flooding":[59,69],"trying":[61],"reduce":[63],"side":[65],"effect":[66],"Interest":[68,163,167],"or":[70,97],"route-driven":[74],"paying":[76],"attention":[77],"decrease":[79],"extra":[81,100],"cost":[82],"in":[83,117],"maintaining":[84],"routing":[86],"information.":[87],"They":[88],"are":[89,171],"both":[90],"deficient":[91],"because":[92],"storm":[95],"too":[98],"much":[99],"overhead.":[101],"this":[103],"paper,":[104],"we":[105,128],"present":[106],"feasibility":[108],"using":[110],"reinforcement":[111],"learning":[112],"algorithm":[113,122],"such":[114],"as":[115],"Q-Learning":[116,121],"NDN.":[118],"By":[119],"modifying":[120],"inherent":[126],"issues,":[127],"design":[129],"and":[130,135,145,170,182],"implement":[131],"IQ-Learning(Interest":[132],"Q-Learning)":[133,137],"DQ-Learning(Data":[136],"strategy,":[138],"which":[139],"learn":[140],"from":[141],"past":[143],"experience":[144],"make":[146],"best":[148],"choice.":[150],"The":[151],"simulation":[152],"results":[153],"NDNSim":[155],"show":[156],"that":[157],"our":[158],"achieve":[161],"higher":[162],"satisfaction":[164,168],"ratio,":[165],"shorter":[166],"delay":[169],"more":[172],"sensitive":[173],"changes":[176],"network":[178],"than":[179],"Flooding":[180],"state-of-the-art":[184],"BestRoute":[185],"strategy.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}