{"id":"https://openalex.org/W2951360967","doi":"https://doi.org/10.1145/3304112.3325604","title":"Client-server cooperative and fair DASH video streaming","display_name":"Client-server cooperative and fair DASH video streaming","publication_year":2019,"publication_date":"2019-06-18","ids":{"openalex":"https://openalex.org/W2951360967","doi":"https://doi.org/10.1145/3304112.3325604","mag":"2951360967"},"language":"en","primary_location":{"id":"doi:10.1145/3304112.3325604","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3304112.3325604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video","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/A5074913185","display_name":"Sa\u2019di Altamimi","orcid":"https://orcid.org/0000-0003-1517-8170"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sa'di Altamimi","raw_affiliation_strings":["University of Ottawa, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044422170","display_name":"Shervin Shirmohammadi","orcid":"https://orcid.org/0000-0002-3973-4445"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shervin Shirmohammadi","raw_affiliation_strings":["University of Ottawa, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074913185"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":0.4049,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64406428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9965000152587891,"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":0.9951000213623047,"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":0.8755506873130798},{"id":"https://openalex.org/keywords/dash","display_name":"Dash","score":0.8451453447341919},{"id":"https://openalex.org/keywords/dynamic-adaptive-streaming-over-http","display_name":"Dynamic Adaptive Streaming over HTTP","score":0.8218029141426086},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.6000363826751709},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5671178102493286},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5236560702323914},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4412986636161804},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.43618646264076233},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.41189610958099365},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.39728671312332153},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.354400098323822},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3523038625717163},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.22106614708900452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18566009402275085},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.17636841535568237},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.159184068441391},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09009572863578796}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8755506873130798},{"id":"https://openalex.org/C2776090536","wikidata":"https://www.wikidata.org/wiki/Q187819","display_name":"Dash","level":2,"score":0.8451453447341919},{"id":"https://openalex.org/C2777588599","wikidata":"https://www.wikidata.org/wiki/Q135299","display_name":"Dynamic Adaptive Streaming over HTTP","level":4,"score":0.8218029141426086},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.6000363826751709},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5671178102493286},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5236560702323914},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4412986636161804},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.43618646264076233},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.41189610958099365},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.39728671312332153},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.354400098323822},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3523038625717163},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.22106614708900452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18566009402275085},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.17636841535568237},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.159184068441391},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09009572863578796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3304112.3325604","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3304112.3325604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307791","display_name":"Cisco Systems","ror":"https://ror.org/03yt1ez60"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W616265588","https://openalex.org/W1976944900","https://openalex.org/W1979790485","https://openalex.org/W2003600446","https://openalex.org/W2009303086","https://openalex.org/W2055165550","https://openalex.org/W2077544013","https://openalex.org/W2099666845","https://openalex.org/W2145339207","https://openalex.org/W2175325787","https://openalex.org/W2241810332","https://openalex.org/W2312609093","https://openalex.org/W2744628735","https://openalex.org/W2756197413","https://openalex.org/W2759233450","https://openalex.org/W2963191323","https://openalex.org/W3005455145","https://openalex.org/W4214717370","https://openalex.org/W4232135423"],"related_works":["https://openalex.org/W2086791979","https://openalex.org/W2293200261","https://openalex.org/W2028643315","https://openalex.org/W2663282472","https://openalex.org/W2726908435","https://openalex.org/W2210424002","https://openalex.org/W2560609567","https://openalex.org/W2978071635","https://openalex.org/W3097892262","https://openalex.org/W3081922100"],"abstract_inverted_index":{"Adaptive":[0],"video":[1,15],"streaming":[2],"over":[3],"HTTP,":[4],"such":[5],"as":[6,125,196,198],"the":[7,38,55,73,76,91,111,123,151,160,168,184],"MPEG-DASH":[8],"standard,":[9],"is":[10,157],"now":[11],"widely":[12],"used":[13],"by":[14,195],"service":[16],"provides":[17],"to":[18,22,31,49,58,69,84,93,140,145,150,167],"stream":[19],"their":[20,47],"videos":[21],"users.":[23,120],"But":[24],"DASH":[25,81,119,170],"and":[26,88,135,192,201],"similar":[27],"methods":[28],"are":[29],"known":[30],"suffer":[32],"from":[33],"two":[34,142],"practical":[35],"challenges:":[36],"on":[37],"one":[39],"hand,":[40,75],"clients":[41,56,82],"use":[42,136],"fixed":[43],"heuristics":[44],"that":[45,108,179],"limit":[46],"ability":[48],"generalize":[50],"across":[51],"network":[52,114],"conditions,":[53],"making":[54,172],"unable":[57],"efficiently":[59],"predict":[60],"variations":[61],"in":[62,66,187],"new":[63],"networking":[64],"environments,":[65],"turn":[67],"leading":[68],"more":[70],"buffering.":[71],"On":[72],"other":[74],"absence":[77],"of":[78,113,189],"collaboration":[79],"among":[80,117],"leads":[83],"unfair":[85],"bandwidth":[86,115],"allocation,":[87],"typically":[89],"pushes":[90],"system":[92],"an":[94,147],"unbalanced":[95],"equilibrium":[96],"point.":[97],"In":[98],"this":[99],"paper,":[100],"we":[101],"propose":[102],"a":[103,126],"server-side":[104],"rate":[105],"adaptation":[106],"method":[107,182],"significantly":[109],"improves":[110],"fairness":[112,152],"allocation":[116],"concurrent":[118],"We":[121,177],"formulate":[122],"problem":[124],"Decentralized":[127],"Partially":[128],"Observable":[129],"Markov":[130],"Decision":[131],"Process":[132],"(Dec-POMDP)":[133],"model,":[134],"Reinforcement":[137],"Learning":[138],"(RL)":[139],"train":[141],"neural":[143],"networks":[144],"find":[146],"optimal":[148],"solution":[149,156,174],"problem.":[153],"Since":[154],"our":[155,173,180],"implemented":[158],"at":[159],"server":[161],"side,":[162],"it":[163],"requires":[164],"no":[165],"modifications":[166],"widely-installed":[169],"clients,":[171],"very":[175],"practical.":[176],"show":[178],"proposed":[181],"outperforms":[183],"state-of-the-art":[185],"schemes":[186],"terms":[188],"QoE-efficiency,":[190],"QoE-fairness,":[191],"social":[193],"welfare":[194],"much":[197],"16%,":[199],"21%,":[200],"24%":[202],"respectively.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
