{"id":"https://openalex.org/W2130906474","doi":"https://doi.org/10.1109/siu.2012.6204659","title":"Reinforcement learning for peer to peer video streaming applications","display_name":"Reinforcement learning for peer to peer video streaming applications","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2130906474","doi":"https://doi.org/10.1109/siu.2012.6204659","mag":"2130906474"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2012.6204659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2012.6204659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th Signal Processing and Communications Applications Conference (SIU)","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/A5034989546","display_name":"M\u00fcge Say\u0131t","orcid":"https://orcid.org/0000-0002-7990-1463"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Muge Sayit","raw_affiliation_strings":["Uluslararasi Bilgisayar Enstit\u00fcs\u00fc, Ege \u00dcniversitesi, Turkey"],"affiliations":[{"raw_affiliation_string":"Uluslararasi Bilgisayar Enstit\u00fcs\u00fc, Ege \u00dcniversitesi, Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055657271","display_name":"Orhan S\u00f6nmez","orcid":null},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Orhan Sonmez","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bo\u011fazi\u00e7i \u00dcniversitesi, Turkey"],"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bo\u011fazi\u00e7i \u00dcniversitesi, Turkey","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034989546"],"corresponding_institution_ids":["https://openalex.org/I41641357"],"apc_list":null,"apc_paid":null,"fwci":0.3546,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65502147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"56","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9998999834060669,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.9980000257492065,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9635000228881836,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8183079957962036},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7028836607933044},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6591624021530151},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5996776819229126},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5968070030212402},{"id":"https://openalex.org/keywords/peer-to-peer","display_name":"Peer-to-peer","score":0.5753347277641296},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.49236905574798584},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37658485770225525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37513089179992676},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.366877019405365},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33090919256210327}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183079957962036},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7028836607933044},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6591624021530151},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5996776819229126},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5968070030212402},{"id":"https://openalex.org/C534932454","wikidata":"https://www.wikidata.org/wiki/Q161410","display_name":"Peer-to-peer","level":2,"score":0.5753347277641296},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.49236905574798584},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37658485770225525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37513089179992676},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.366877019405365},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33090919256210327},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2012.6204659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2012.6204659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1967387865","https://openalex.org/W2098432798","https://openalex.org/W2136544601","https://openalex.org/W2147657151","https://openalex.org/W2159464058","https://openalex.org/W2167035924","https://openalex.org/W2751318774","https://openalex.org/W4211221179","https://openalex.org/W4255466918","https://openalex.org/W6991957103"],"related_works":["https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W4380318855","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W1970908833","https://openalex.org/W2026448779","https://openalex.org/W3084760591"],"abstract_inverted_index":{"In":[0,21,41,78],"this":[1,79],"study,":[2],"a":[3,45,58,62],"system":[4,31,86,109],"with":[5,61,76,97],"reinforcement":[6],"learning":[7],"for":[8],"push-pull":[9,22],"mesh":[10],"based":[11,23,65],"video":[12,24,34,52],"streaming":[13,25],"applications":[14],"running":[15],"over":[16],"p2p":[17],"networks":[18],"is":[19,87,110],"designed.":[20],"systems,":[26],"each":[27],"node":[28,46],"in":[29,118],"the":[30,42,84,107,113,124],"may":[32],"receive":[33,50],"data":[35,53],"from":[36,54,93],"more":[37],"than":[38,112],"one":[39],"parent.":[40],"proposed":[43,85,108],"system,":[44],"which":[47],"started":[48],"to":[49],"insufficient":[51],"any":[55],"parent":[56,60,99,115,127],"selects":[57],"new":[59],"probabilistic":[63],"method":[64,117],"on":[66],"its":[67],"previous":[68],"experience.":[69],"Afterwards,":[70],"it":[71],"learns":[72],"that":[73,106],"parent's":[74],"performance":[75,90],"Q-learning.":[77],"paper,":[80],"design":[81],"parameters":[82],"of":[83,120,126],"given":[88],"and":[89,123],"results":[91,104],"obtained":[92],"simulations":[94],"are":[95],"compared":[96],"random":[98,114],"selection":[100,116],"method.":[101],"The":[102],"observed":[103],"show":[105],"superior":[111],"terms":[119],"average":[121],"bitrate":[122],"number":[125],"exchanges.":[128]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}