{"id":"https://openalex.org/W2809679400","doi":"https://doi.org/10.1145/3210424.3210430","title":"A Bayesian Bandit Approach to Adaptive Delay-based Congestion Control","display_name":"A Bayesian Bandit Approach to Adaptive Delay-based Congestion Control","publication_year":2018,"publication_date":"2018-06-12","ids":{"openalex":"https://openalex.org/W2809679400","doi":"https://doi.org/10.1145/3210424.3210430","mag":"2809679400"},"language":"en","primary_location":{"id":"doi:10.1145/3210424.3210430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3210424.3210430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Packet Video Workshop","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/255236","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008566906","display_name":"Stefano D\u2019Aronco","orcid":"https://orcid.org/0000-0003-0142-1731"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Stefano D'Aronco","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000947076","display_name":"Pascal Frossard","orcid":"https://orcid.org/0000-0002-4010-714X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pascal Frossard","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008566906"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05712211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8064254522323608},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.7385320663452148},{"id":"https://openalex.org/keywords/network-delay","display_name":"Network delay","score":0.5667076110839844},{"id":"https://openalex.org/keywords/transmission-delay","display_name":"Transmission delay","score":0.5493624806404114},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5237367153167725},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.503426730632782},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4439801275730133},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.42176324129104614},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4042240083217621},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37096482515335083},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.18293902277946472},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10850098729133606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8064254522323608},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.7385320663452148},{"id":"https://openalex.org/C152623178","wikidata":"https://www.wikidata.org/wiki/Q436417","display_name":"Network delay","level":3,"score":0.5667076110839844},{"id":"https://openalex.org/C108921912","wikidata":"https://www.wikidata.org/wiki/Q7834639","display_name":"Transmission delay","level":3,"score":0.5493624806404114},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5237367153167725},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.503426730632782},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4439801275730133},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.42176324129104614},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4042240083217621},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37096482515335083},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.18293902277946472},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10850098729133606},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3210424.3210430","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3210424.3210430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Packet Video Workshop","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:255236","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/255236","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/255236","raw_type":"Text"},{"id":"pmh:oai:infoscience.epfl.ch:263271","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/153750","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:255236","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/255236","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/255236","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W170020907","https://openalex.org/W1530235965","https://openalex.org/W1665941769","https://openalex.org/W1934021597","https://openalex.org/W2123166264","https://openalex.org/W2208448554","https://openalex.org/W2289288280","https://openalex.org/W2477010604","https://openalex.org/W2499226730","https://openalex.org/W2516381406","https://openalex.org/W2624438931","https://openalex.org/W2759233450","https://openalex.org/W3112061446","https://openalex.org/W4212863985","https://openalex.org/W4214836820","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4366679797","https://openalex.org/W1569281138","https://openalex.org/W4226218331","https://openalex.org/W2106906543","https://openalex.org/W2359528358","https://openalex.org/W2169254439","https://openalex.org/W4381301812","https://openalex.org/W2047584981","https://openalex.org/W2282107286","https://openalex.org/W4251802779"],"abstract_inverted_index":{"Adapting":[0],"the":[1,13,31,36,41,50,63,75,86,113,117,120,162,173,185,196,199,203,209,223,229,238,241,258],"transmission":[2,37],"rate":[3,38,115],"of":[4,85,165,198,202,240],"video":[5,60],"telephony":[6],"Internet":[7],"applications":[8],"in":[9,54,67,95,109,254],"order":[10,55,68,110,148,255],"to":[11,40,48,56,69,111,128,137,140,149,172,220,228,236,248,250,256],"guarantee":[12,70,81],"maximal":[14],"communication":[15,93,259],"quality":[16],"is":[17,30],"still":[18],"an":[19,166,213],"open":[20],"and":[21,244],"extremely":[22,126],"challenging":[23],"problem.":[24],"The":[25],"congestion":[26,98,122,169,204],"control":[27,123,170,205],"algorithm,":[28],"which":[29],"algorithm":[32],"responsible":[33],"for":[34,184,195],"adjusting":[35],"according":[39,171],"network":[42,87,175,186,252],"conditions,":[43],"should":[44,79,124,132],"typically":[45],"be":[46,125,134],"able":[47,219],"reach":[49],"largest":[51,114],"possible":[52,65],"rate,":[53],"achieve":[57,112,150],"a":[58,71,82,156,180,191],"high":[59],"quality,":[61],"at":[62],"minimum":[64,118],"delay,":[66,119],"good":[72],"interactivity.":[73],"At":[74],"same":[76],"time,":[77],"it":[78,131],"also":[80,133],"fair":[83],"share":[84],"resources":[88],"when":[89],"competing":[90],"with":[91,105,116,144],"other":[92],"protocols,":[94],"particular":[96],"loss-based":[97,145],"protocols.":[99,146],"These":[100],"two":[101],"objectives":[102],"actually":[103],"conflict":[104],"each":[106],"other:":[107],"whereas,":[108],"delay-based":[121,168],"sensitive":[127],"delay":[129,138,163,200],"variations,":[130],"ideally":[135],"immune":[136],"variations":[139],"have":[141],"perfect":[142],"coexistence":[143],"In":[147],"this":[151],"double":[152],"objective":[153],"we":[154,217,232],"propose":[155],"learning-based":[157],"adaptive":[158],"controller":[159],"that":[160],"tunes":[161],"sensitivity":[164,201],"underlying":[167],"estimated":[174],"conditions.":[176],"We":[177,188],"first":[178],"define":[179],"simple":[181],"low-dimensional":[182],"model":[183],"response.":[187],"then":[189],"formulate":[190],"bayesian":[192],"bandit":[193,210],"problem":[194,211],"selection":[197],"algorithm.":[206],"By":[207],"solving":[208],"using":[212],"optimal":[214],"learning":[215],"method":[216,243],"are":[218],"maximize":[221,257],"effectively":[222],"long":[224],"term":[225],"utility":[226],"provided":[227],"user.":[230],"Finally,":[231],"provide":[233],"simulation":[234],"results":[235],"demonstrate":[237],"operation":[239],"proposed":[242],"its":[245],"effective":[246],"ability":[247],"adapt":[249],"different":[251],"scenarios":[253],"quality.":[260]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}