{"id":"https://openalex.org/W4285447331","doi":"https://doi.org/10.1145/3469393.3469675","title":"Learning Based Deadline Aware Congestion Control","display_name":"Learning Based Deadline Aware Congestion Control","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W4285447331","doi":"https://doi.org/10.1145/3469393.3469675"},"language":"en","primary_location":{"id":"doi:10.1145/3469393.3469675","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3469393.3469675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"5th Asia-Pacific Workshop on Networking (APNet 2021)","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/A5040410091","display_name":"Rongji Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rongji Liao","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication, Communication University of China, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication, Communication University of China, China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077266611","display_name":"Jinyao Yan","orcid":"https://orcid.org/0000-0003-4153-313X"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyao Yan","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication, Communication University of China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication, Communication University of China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101944426","display_name":"Tao Lin","orcid":"https://orcid.org/0000-0003-1170-636X"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Lin","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication, Communication University of China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication, Communication University of China","institution_ids":["https://openalex.org/I75689368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100321274","display_name":"Yuhao Chen","orcid":"https://orcid.org/0000-0003-3418-1180"},"institutions":[{"id":"https://openalex.org/I75689368","display_name":"Communication University of China","ror":"https://ror.org/04facbs33","country_code":"CN","type":"education","lineage":["https://openalex.org/I75689368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhao Chen","raw_affiliation_strings":["State Key Laboratory of Media Convergence and Communication, Communication University of China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Media Convergence and Communication, Communication University of China","institution_ids":["https://openalex.org/I75689368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040410091"],"corresponding_institution_ids":["https://openalex.org/I75689368"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28185995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","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/T10138","display_name":"Network Traffic and Congestion Control","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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9993000030517578,"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":0.9993000030517578,"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":0.8463687896728516},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7852247953414917},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.634514570236206},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.600086510181427},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5537393093109131},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4737299978733063},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.45250192284584045},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40181228518486023},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3721330165863037},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3420262038707733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30757570266723633}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8463687896728516},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7852247953414917},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.634514570236206},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.600086510181427},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5537393093109131},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4737299978733063},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.45250192284584045},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40181228518486023},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3721330165863037},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3420262038707733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30757570266723633}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3469393.3469675","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3469393.3469675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"5th Asia-Pacific Workshop on Networking (APNet 2021)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2005696445","display_name":null,"funder_award_id":"61971382","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2540285146","https://openalex.org/W2964529525"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W4306904969","https://openalex.org/W187246281","https://openalex.org/W2565703248"],"abstract_inverted_index":{"A":[0],"large":[1],"variety":[2],"of":[3,54],"applications":[4],"are":[5],"deadline":[6,59],"aware":[7],"such":[8],"as":[9],"360":[10],"degree":[11],"VR":[12],"(Virtual":[13],"Reality),":[14],"video":[15],"conference":[16],"and":[17],"online":[18],"gaming.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23],"propose":[24],"a":[25],"congestion":[26],"control":[27],"algorithm":[28],"using":[29],"deep":[30],"reinforcement":[31],"learning":[32],"named":[33],"DRL-CC":[34],"to":[35],"make":[36],"the":[37,41,52,58],"data":[38],"arrive":[39],"before":[40,57],"deadline.":[42],"The":[43],"initial":[44],"experiments":[45],"validate":[46],"that":[47],"our":[48],"method":[49],"dramatically":[50],"increases":[51],"number":[53],"packets":[55],"arrived":[56],"compared":[60],"with":[61],"existing":[62],"algorithms.":[63]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}