{"id":"https://openalex.org/W4226352657","doi":"https://doi.org/10.1109/tmc.2022.3162880","title":"Optimal Network Protocol Selection for Competing Flows via Online Learning","display_name":"Optimal Network Protocol Selection for Competing Flows via Online Learning","publication_year":2022,"publication_date":"2022-04-11","ids":{"openalex":"https://openalex.org/W4226352657","doi":"https://doi.org/10.1109/tmc.2022.3162880"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2022.3162880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2022.3162880","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5100763625","display_name":"Xiaoxi Zhang","orcid":"https://orcid.org/0000-0003-0751-2773"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoxi Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460985","display_name":"Siqi Chen","orcid":"https://orcid.org/0000-0003-0970-3733"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siqi Chen","raw_affiliation_strings":["Department of Computer Science, University of Colorado Boulder, Boulder, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Colorado Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100749834","display_name":"Yunfan Zhang","orcid":"https://orcid.org/0000-0001-5927-7109"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunfan Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102836772","display_name":"Youngbin Im","orcid":"https://orcid.org/0000-0003-3756-5956"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngbin Im","raw_affiliation_strings":["School of Electrical and Computer Engineering, Ulsan National Institute of Science and Technology, Ulju-gun, Ulsan, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Ulsan National Institute of Science and Technology, Ulju-gun, Ulsan, South Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036726336","display_name":"Maria Gorlatova","orcid":"https://orcid.org/0000-0002-5477-7830"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria Gorlatova","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023497481","display_name":"Sangtae Ha","orcid":"https://orcid.org/0000-0001-5983-5430"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangtae Ha","raw_affiliation_strings":["Department of Computer Science, University of Colorado Boulder, Boulder, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Colorado Boulder, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085243096","display_name":"Carlee Joe\u2010Wong","orcid":"https://orcid.org/0000-0003-0785-9291"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlee Joe-Wong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100763625"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.4144,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60839313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"22","issue":"8","first_page":"4822","last_page":"4836"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9991999864578247,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9991999864578247,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9986000061035156,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8645278215408325},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.694959282875061},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.66603684425354},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5015041828155518},{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.4535660445690155},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.41298046708106995},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3931388258934021},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29159295558929443},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2196410894393921}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8645278215408325},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.694959282875061},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.66603684425354},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5015041828155518},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.4535660445690155},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.41298046708106995},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3931388258934021},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29159295558929443},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2196410894393921},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2022.3162880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2022.3162880","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/58858","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/9755209","pdf_url":null,"source":{"id":"https://openalex.org/S4306401118","display_name":"Scholarworks@UNIST (Ulsan National Institute of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48566637","host_organization_name":"Ulsan National Institute of Science and Technology","host_organization_lineage":["https://openalex.org/I48566637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ARTICLE"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1679631402","display_name":null,"funder_award_id":"62102460","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2024902404","display_name":null,"funder_award_id":"HR001117C0048","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G4030482412","display_name":null,"funder_award_id":"CSR-1903136","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G6605568341","display_name":null,"funder_award_id":"N00014-21-1-2128","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320307798","display_name":"Nokia","ror":"https://ror.org/04pkc8m17"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W355654208","https://openalex.org/W1944301273","https://openalex.org/W1985422740","https://openalex.org/W1988975763","https://openalex.org/W1992154486","https://openalex.org/W2022844530","https://openalex.org/W2050600889","https://openalex.org/W2066546615","https://openalex.org/W2087716122","https://openalex.org/W2107710215","https://openalex.org/W2108746281","https://openalex.org/W2109488193","https://openalex.org/W2123166264","https://openalex.org/W2126956578","https://openalex.org/W2133147365","https://openalex.org/W2134295053","https://openalex.org/W2144748009","https://openalex.org/W2145262336","https://openalex.org/W2145883123","https://openalex.org/W2146502635","https://openalex.org/W2147584524","https://openalex.org/W2158893758","https://openalex.org/W2260783129","https://openalex.org/W2342835703","https://openalex.org/W2403321908","https://openalex.org/W2415016509","https://openalex.org/W2493400205","https://openalex.org/W2546571074","https://openalex.org/W2560164496","https://openalex.org/W2573607665","https://openalex.org/W2597068831","https://openalex.org/W2612074600","https://openalex.org/W2613477694","https://openalex.org/W2762662031","https://openalex.org/W2768913804","https://openalex.org/W2884396969","https://openalex.org/W2906115618","https://openalex.org/W2920933065","https://openalex.org/W2922273628","https://openalex.org/W2946348792","https://openalex.org/W2954543879","https://openalex.org/W2963035503","https://openalex.org/W2963863328","https://openalex.org/W2971329741","https://openalex.org/W2971448198","https://openalex.org/W2971854266","https://openalex.org/W2982456575","https://openalex.org/W2998567988","https://openalex.org/W3002189898","https://openalex.org/W3003976525","https://openalex.org/W3132526154","https://openalex.org/W4226352657","https://openalex.org/W4288418236","https://openalex.org/W6640648879","https://openalex.org/W6681435938","https://openalex.org/W6732044312","https://openalex.org/W6761099726","https://openalex.org/W6762728350","https://openalex.org/W6810929006"],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W4376155396","https://openalex.org/W1982914007","https://openalex.org/W2159583675","https://openalex.org/W1852113167","https://openalex.org/W1493858311","https://openalex.org/W1824242903","https://openalex.org/W2155470929","https://openalex.org/W2394465510","https://openalex.org/W2111125783"],"abstract_inverted_index":{"Today\u2019s":[0],"Internet":[1,18],"must":[2],"support":[3],"applications":[4],"with":[5,39,168],"increasingly":[6],"dynamic":[7,40,62],"and":[8,16,61,137,144,179,187],"heterogeneous":[9],"connectivity":[10],"requirements,":[11],"such":[12],"as":[13,95,201],"video":[14],"streaming":[15],"the":[17,45,82,127,133,142,177],"of":[19,129,146,181,193],"Things.":[20],"Yet":[21],"current":[22,87],"network":[23,30,63,84,88,111,135],"management":[24],"practices":[25],"generally":[26],"rely":[27],"on":[28,66],"pre-specified":[29],"configurations,":[31],"which":[32],"may":[33],"not":[34,99],"be":[35],"able":[36],"to":[37,52,80,159],"cope":[38],"application":[41],"needs.":[42],"Moreover,":[43],"even":[44],"best-specified":[46],"policies":[47,85],"will":[48],"find":[49,81],"it":[50,114],"difficult":[51],"cover":[53],"all":[54],"possible":[55],"scenarios,":[56],"given":[57],"applications\u2019":[58],"increasing":[59],"heterogeneity":[60],"conditions,":[64],"e.g.,":[65],"volatile":[67],"wireless":[68],"links.":[69],"In":[70,151],"this":[71,138,152,194],"work,":[72,153],"we":[73,154],"instead":[74],"propose":[75,160],"a":[76,202],"model-free":[77],"learning":[78,121,149,163],"approach":[79,92],"optimal":[83],"for":[86,101,119,165],"flow":[89,107],"requirements.":[90],"This":[91],"is":[93],"attractive":[94],"comprehensive":[96],"models":[97],"do":[98],"exist":[100],"how":[102],"different":[103],"policy":[104,123],"choices":[105],"affect":[106,126],"performance":[108,128,139],"under":[109,172],"changing":[110],"conditions.":[112,174],"However,":[113],"can":[115,125],"raise":[116],"new":[117,161],"challenges":[118],"online":[120,148,162],"algorithms:":[122],"configurations":[124],"multiple":[130],"flows":[131],"sharing":[132],"same":[134],"resources,":[136],"coupling":[140],"limits":[141],"scalability":[143,180],"optimality":[145,178],"existing":[147],"algorithms.":[150],"extend":[155],"multi-armed":[156],"bandit":[157],"frameworks":[158],"algorithms":[164,183],"protocol":[166],"selection":[167],"provably":[169],"sublinear":[170],"regret":[171],"certain":[173],"We":[175],"validate":[176],"our":[182],"through":[184],"data-driven":[185],"simulations":[186],"testbed":[188],"experiments.":[189],"(An":[190],"extended":[191],"abstract":[192],"work":[195],"was":[196],"accepted":[197],"by":[198],"IEEE":[199],"ICNP":[200],"short":[203],"paper":[204],"Zhang":[205],"<italic":[206],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[207],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">et":[208],"al</i>":[209],".":[210],"(2019)).":[211]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}