{"id":"https://openalex.org/W4296916072","doi":"https://doi.org/10.1109/tnsm.2022.3208747","title":"Achieving Flexible and Lightweight Multipath Congestion Control Through Online Learning","display_name":"Achieving Flexible and Lightweight Multipath Congestion Control Through Online Learning","publication_year":2022,"publication_date":"2022-09-22","ids":{"openalex":"https://openalex.org/W4296916072","doi":"https://doi.org/10.1109/tnsm.2022.3208747"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2022.3208747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3208747","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-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/A5101765806","display_name":"Rui Zhuang","orcid":"https://orcid.org/0000-0002-2993-9316"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhuang","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-2993-9316","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034871054","display_name":"Jiangping Han","orcid":"https://orcid.org/0000-0003-1674-8884"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangping Han","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-1674-8884","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688242","display_name":"Kaiping Xue","orcid":"https://orcid.org/0000-0003-2095-7523"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiping Xue","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-2095-7523","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080383317","display_name":"Jian Li","orcid":"https://orcid.org/0000-0002-6979-4510"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Li","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-6979-4510","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101435519","display_name":"David S. L. Wei","orcid":"https://orcid.org/0000-0002-3839-5576"},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David S. L. Wei","raw_affiliation_strings":["Department of Computer and Information Science, Fordham University, Bronx, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-3839-5576","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Fordham University, Bronx, NY, USA","institution_ids":["https://openalex.org/I164389053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665328","display_name":"Ruidong Li","orcid":"https://orcid.org/0000-0002-9905-8952"},"institutions":[{"id":"https://openalex.org/I10091056","display_name":"Kanazawa University","ror":"https://ror.org/02hwp6a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I10091056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ruidong Li","raw_affiliation_strings":["College of Science and Engineering, Kanazawa University, Kanazawa, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9905-8952","affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Kanazawa University, Kanazawa, Japan","institution_ids":["https://openalex.org/I10091056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102908901","display_name":"Qibin Sun","orcid":"https://orcid.org/0000-0002-6789-7460"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qibin Sun","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101746798","display_name":"Jun Lu","orcid":"https://orcid.org/0009-0006-0303-4208"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Lu","raw_affiliation_strings":["School of Cyber Science and Technology and the Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology and the Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0688,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77935449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"20","issue":"1","first_page":"46","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9998000264167786,"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":0.9998000264167786,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9969000220298767,"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":0.8734744191169739},{"id":"https://openalex.org/keywords/multipath-tcp","display_name":"Multipath TCP","score":0.7913665771484375},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.7545499205589294},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6662355661392212},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.6304298639297485},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6076265573501587},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.6037545800209045},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4738764464855194},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4554656445980072},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.44053295254707336},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.42533552646636963},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.184881329536438},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.11921629309654236},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.09622442722320557},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08199793100357056}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8734744191169739},{"id":"https://openalex.org/C2779166880","wikidata":"https://www.wikidata.org/wiki/Q14947831","display_name":"Multipath TCP","level":4,"score":0.7913665771484375},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.7545499205589294},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6662355661392212},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.6304298639297485},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6076265573501587},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.6037545800209045},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4738764464855194},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4554656445980072},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.44053295254707336},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.42533552646636963},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.184881329536438},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.11921629309654236},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.09622442722320557},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08199793100357056},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2022.3208747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3208747","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G385883095","display_name":null,"funder_award_id":"Y202093","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G8507748785","display_name":"\u4fe1\u606f\u4e2d\u5fc3\u7f51\u7edc\u4e2d\u7684\u8bbf\u95ee\u63a7\u5236\u548c\u5185\u5bb9\u6709\u6548\u6027\u4fdd\u62a4\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61972371","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"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1836040104","https://openalex.org/W2014571013","https://openalex.org/W2022844530","https://openalex.org/W2042413420","https://openalex.org/W2060113599","https://openalex.org/W2067050450","https://openalex.org/W2161571887","https://openalex.org/W2179500942","https://openalex.org/W2249589768","https://openalex.org/W2283584307","https://openalex.org/W2468296714","https://openalex.org/W2528008179","https://openalex.org/W2798369493","https://openalex.org/W2886494773","https://openalex.org/W2896446456","https://openalex.org/W2896457183","https://openalex.org/W2920933065","https://openalex.org/W2950722984","https://openalex.org/W2962739339","https://openalex.org/W2963549123","https://openalex.org/W2963809228","https://openalex.org/W2964132277","https://openalex.org/W2966944379","https://openalex.org/W2967250975","https://openalex.org/W2968665632","https://openalex.org/W3006667004","https://openalex.org/W3016712945","https://openalex.org/W3043884020","https://openalex.org/W3105195949","https://openalex.org/W3110168429","https://openalex.org/W3126949335","https://openalex.org/W3169243324","https://openalex.org/W3175153969","https://openalex.org/W4233762780","https://openalex.org/W4239779753","https://openalex.org/W4244022063","https://openalex.org/W6684260611","https://openalex.org/W6739901393","https://openalex.org/W6742241708","https://openalex.org/W6750761875","https://openalex.org/W6756134204","https://openalex.org/W6758070570","https://openalex.org/W6758657797","https://openalex.org/W6762728350"],"related_works":["https://openalex.org/W3180763927","https://openalex.org/W4389988679","https://openalex.org/W2925207763","https://openalex.org/W2342835703","https://openalex.org/W2938674057","https://openalex.org/W2531685183","https://openalex.org/W4385626462","https://openalex.org/W2915124667","https://openalex.org/W4306857260","https://openalex.org/W3166897131"],"abstract_inverted_index":{"The":[0],"upgrade":[1],"of":[2,53,73,111,125],"network":[3,10,17,63,128,139,202],"devices":[4],"to":[5,15,69,166,194,200],"be":[6],"equipped":[7],"with":[8,50,176],"multiple":[9],"interfaces":[11],"makes":[12],"it":[13],"possible":[14],"improve":[16],"throughput":[18,211],"performance":[19,72,136],"through":[20,117],"multipath":[21,25,87],"transmission":[22],"protocols,":[23],"especially":[24],"TCP":[26],"(MPTCP).":[27],"However,":[28],"so":[29],"far":[30],"the":[31,41,54,62,70,108,123,154,159,171,177],"mostly":[32],"used":[33],"MPTCP":[34,75,179],"protocols":[35],"have":[36,47],"a":[37,85,102],"common":[38],"limitation,":[39],"namely":[40],"rigid":[42],"and":[43,61,106,115,130,134,149,168,187,190,197],"conservative":[44],"method.":[45],"They":[46],"been":[48],"designed":[49],"little":[51],"consideration":[52],"fact":[55],"that":[56],"real":[57,205],"networks":[58],"are":[59],"dynamic":[60,138],"status":[64],"changes":[65],"frequently,":[66],"thus":[67,162],"leading":[68,178],"poor":[71],"current":[74],"in":[76,137,185],"many":[77],"realistic":[78],"scenarios.":[79],"In":[80,204],"this":[81],"paper,":[82],"we":[83],"propose":[84],"lightweight":[86],"congestion":[88,99],"control":[89,100],"algorithm":[90],"based":[91],"on":[92],"online":[93,118,147],"learning,":[94],"named":[95],"MP-OL.":[96],"MP-OL":[97,121,164,181,207],"models":[98],"as":[101],"multi-armed":[103],"bandit":[104],"problem,":[105],"adjusts":[107],"sending":[109],"rate":[110],"each":[112],"subflow":[113],"flexibly":[114,144],"adaptively":[116],"learning.":[119],"Therefore,":[120],"possesses":[122],"capability":[124],"suiting":[126],"various":[127],"scenarios,":[129],"can":[131,142],"achieve":[132],"fairness":[133,186],"high":[135],"environment.":[140],"It":[141],"also":[143,208],"switch":[145],"between":[146],"learning":[148,160],"traditional":[150],"method,":[151],"which":[152],"reduces":[153],"computational":[155],"complexity":[156],"while":[157],"ensuring":[158],"efficiency,":[161],"making":[163],"easy":[165],"deploy":[167],"use.":[169],"As":[170],"experimental":[172],"results":[173],"demonstrated,":[174],"compared":[175],"variants,":[180],"achieves":[182],"significant":[183],"improvements":[184],"link":[188],"utilization,":[189],"shows":[191],"better":[192,198,210],"resilience":[193],"non-congestion":[195],"loss":[196],"adaptability":[199],"unstable":[201],"conditions.":[203],"networks,":[206],"obtains":[209],"performance.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}