{"id":"https://openalex.org/W4210679447","doi":"https://doi.org/10.1145/3469393.3469397","title":"Conjecture: Existence of Nash Equilibria in Modern Internet Congestion Control","display_name":"Conjecture: Existence of Nash Equilibria in Modern Internet Congestion Control","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W4210679447","doi":"https://doi.org/10.1145/3469393.3469397"},"language":"en","primary_location":{"id":"doi:10.1145/3469393.3469397","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3469393.3469397","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3469393.3469397","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3469393.3469397","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039854933","display_name":"Ayush Ayush","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ayush","raw_affiliation_strings":["Mishra, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mishra, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108127332","display_name":"Jingzhi Jingzhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingzhi","raw_affiliation_strings":["Zhang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhang","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043559533","display_name":"Melodies","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Melodies","raw_affiliation_strings":["Sim","Wuhan University China","National University of Singapore Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sim","institution_ids":[]},{"raw_affiliation_string":"Wuhan University China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"National University of Singapore Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112118105","display_name":"Se\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Sean","raw_affiliation_strings":["Ng","Wuhan University China","National University of Singapore Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ng","institution_ids":[]},{"raw_affiliation_string":"Wuhan University China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"National University of Singapore Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111230592","display_name":"Raj Raj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raj","raw_affiliation_strings":["Joshi, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Joshi, Singapore","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Ben","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ben","raw_affiliation_strings":["Leong, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leong, Singapore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3207,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63985049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"42"},"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9975000023841858,"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":0.9972000122070312,"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/nash-equilibrium","display_name":"Nash equilibrium","score":0.6870546936988831},{"id":"https://openalex.org/keywords/conjecture","display_name":"Conjecture","score":0.6526105403900146},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4404549300670624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.438139945268631},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.41767457127571106},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.4117025136947632},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40027379989624023},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.2705468535423279},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1638125479221344},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0891592800617218}],"concepts":[{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.6870546936988831},{"id":"https://openalex.org/C2780990831","wikidata":"https://www.wikidata.org/wiki/Q319141","display_name":"Conjecture","level":2,"score":0.6526105403900146},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4404549300670624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.438139945268631},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.41767457127571106},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.4117025136947632},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40027379989624023},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.2705468535423279},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1638125479221344},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0891592800617218},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3469393.3469397","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3469393.3469397","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3469393.3469397","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":{"id":"doi:10.1145/3469393.3469397","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3469393.3469397","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3469393.3469397","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"5th Asia-Pacific Workshop on Networking (APNet 2021)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210679447.pdf","grobid_xml":"https://content.openalex.org/works/W4210679447.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2018440179","https://openalex.org/W2022844530","https://openalex.org/W2067050450","https://openalex.org/W2083818183","https://openalex.org/W2088641677","https://openalex.org/W2540285146","https://openalex.org/W2745034467","https://openalex.org/W2768913804","https://openalex.org/W2793329808","https://openalex.org/W2902461975","https://openalex.org/W2940580470","https://openalex.org/W2980438643","https://openalex.org/W4255831625"],"related_works":["https://openalex.org/W2803931294","https://openalex.org/W2282604764","https://openalex.org/W2500870930","https://openalex.org/W2218535193","https://openalex.org/W4389370903","https://openalex.org/W2468739564","https://openalex.org/W1554758635","https://openalex.org/W4302558842","https://openalex.org/W2171981925","https://openalex.org/W2955320052"],"abstract_inverted_index":{"The":[0,128],"Internet\u2019s":[1],"congestion":[2,23,65,131,218],"control":[3,24,66,132],"landscape":[4],"is":[5,36],"currently":[6],"in":[7,29,169],"the":[8,43,75,84,114,122,135,147,162,178,181,187,191,197],"midst":[9],"of":[10,42,124,130,164,180,190],"an":[11],"unprecedented":[12],"paradigm":[13],"shift.":[14],"A":[15],"recent":[16],"measurement":[17],"study":[18,74],"found":[19,160],"that":[20,58,83,102,161,196,206],"BBR,":[21,154],"a":[22,91,140,213],"algorithm":[25],"introduced":[26],"by":[27],"Google":[28],"2016,":[30],"has":[31,146],"seen":[32],"rapid":[33],"adoption":[34],"and":[35,55,79,81,98,166,184,205],"deployed":[37],"at":[38],"more":[39,203],"than":[40,111],"20%":[41],"Alexa":[44],"Top":[45],"20,000":[46],"websites.":[47],"Encouraging":[48],"early":[49],"deployment":[50],"results":[51,194],"from":[52,151],"Google,":[53],"Dropbox":[54],"Spotify":[56],"suggest":[57,101,195],"BBR":[59,80,104,125,167],"could":[60],"potentially":[61],"replace":[62],"traditional":[63],"loss-based":[64],"algorithms":[67,133],"like":[68],"CUBIC.":[69],"In":[70],"this":[71,117,170],"paper,":[72],"we":[73],"interactions":[76,86],"between":[77],"CUBIC":[78,112,152,165],"show":[82],"underlying":[85],"can":[87],"be":[88,174,202],"modeled":[89],"as":[90,121],"normal":[92],"form":[93],"game.":[94],"Our":[95,193],"game-theoretic":[96],"analysis":[97],"testbed":[99],"measurements":[100],"while":[103],"seems":[105],"to":[106,149,153,211],"achieve":[107],"somewhat":[108],"better":[109],"performance":[110],"on":[113,134,177,186,216],"Internet":[115,136,199,217],"today,":[116],"advantage":[118],"will":[119,173,200,209],"decrease":[120],"proportion":[123],"flows":[126,168],"increases.":[127],"distribution":[129,163,189],"would":[137],"likely":[138,201],"reach":[139],"Nash":[141,171],"Equilibrium,":[142],"where":[143],"no":[144],"flow":[145],"incentive":[148],"switch":[150],"or":[155],"vice":[156],"versa.":[157],"We":[158],"also":[159],"Equilibrium":[172],"dependent":[175],"mainly":[176],"size":[179],"bottleneck":[182],"buffer,":[183],"marginally":[185],"RTT":[188],"flows.":[192],"future":[198],"heterogeneous":[204],"buffer":[207],"sizing":[208],"continue":[210],"have":[212],"significant":[214],"impact":[215],"control.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
