{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:31:30Z","timestamp":1772908290583,"version":"3.50.1"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62132022"],"award-info":[{"award-number":["62132022"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872387"],"award-info":[{"award-number":["61872387"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Research and Development Program of Hunan","award":["2022WK2005"],"award-info":[{"award-number":["2022WK2005"]}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["2021JJ30867"],"award-info":[{"award-number":["2021JJ30867"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Foreign Cultural and Educational Expert","award":["G20190018003"],"award-info":[{"award-number":["G20190018003"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Multimedia"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tmm.2022.3198013","type":"journal-article","created":{"date-parts":[[2022,8,10]],"date-time":"2022-08-10T19:28:16Z","timestamp":1660159696000},"page":"5662-5675","source":"Crossref","is-referenced-by-count":14,"title":["RAV: Learning-Based Adaptive Streaming to Coordinate the Audio and Video Bitrate Selections"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8516-0104","authenticated-orcid":false,"given":"Weihe","family":"Li","sequence":"first","affiliation":[{"name":"School of Informatics, The University of Edinburgh, Edinburgh, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7578-4490","authenticated-orcid":false,"given":"Jiawei","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Central South University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7885-3105","authenticated-orcid":false,"given":"Wenjun","family":"Lyu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Rutgers University, New Brunswick, NJ, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7435-8238","authenticated-orcid":false,"given":"Baoshen","family":"Guo","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southeast University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5067-321X","authenticated-orcid":false,"given":"Wanchun","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Central South University, Changsha, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1516-0480","authenticated-orcid":false,"given":"Jianxin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Central South University, Changsha, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2785956.2787486"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3386290.3396930"},{"key":"ref12","first-page":"1","article-title":"BOLA:Near-optimal bitrate adaptation for online videos","author":"spiteri","year":"0","journal-title":"Proc 35th IEEE Annu Int Conf Comput Commun"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2017.8057056"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351014"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP.2018.00026"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3098822.3098843"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230558"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6144"},{"key":"ref52","article-title":"Zwei implementation","author":"huang","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2619239.2626296"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3032416"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2413176.2413189"},{"key":"ref54","article-title":"Pensieve-PPO","author":"huang","year":"2022"},{"key":"ref17","article-title":"Recommended upload encoding settings","year":"2019"},{"key":"ref16","article-title":"Youtube-dl developers","year":"2018"},{"key":"ref19","article-title":"FFmpeg project","year":"2017"},{"key":"ref18","article-title":"Xiph.org video test media","year":"2016"},{"key":"ref51","article-title":"Comyco implementation","author":"huang","year":"2022"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3180804"},{"key":"ref46","article-title":"Video test media","year":"2021","journal-title":"Xiph org"},{"key":"ref45","article-title":"Toward a practical perceptual video quality metric","author":"li","year":"2021"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3050086"},{"key":"ref47","article-title":"Method for objective measurements of perceived audio quality","year":"2001","journal-title":"ITU-R BS 1387-1"},{"key":"ref42","article-title":"FCC Dataset","year":"2016"},{"key":"ref41","first-page":"114","article-title":"Commute path bandwidth traces from 3G networks:analysis and applications","author":"riiser","year":"0","journal-title":"Proc ACM Multimedia Systems Conf"},{"key":"ref44","article-title":"LTE\/WiFi Dataset","year":"0","journal-title":"ACM The Multimedia Live Video Streaming Grand Challenge 2018"},{"key":"ref43","article-title":"HD_FS Dataset","year":"2021"},{"key":"ref49","first-page":"495","article-title":"Learning in situ: A randomized experiment in video streaming","author":"yan","year":"0","journal-title":"Proc USENIX Symp Netw Syst Des Implementation"},{"key":"ref8","article-title":"Streaming separate audio and video","year":"2021","journal-title":"AT&T Developer Program"},{"key":"ref7","article-title":"Sound quality","year":"2022","journal-title":"Tidal"},{"key":"ref9","article-title":"BBB audio","year":"2020"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3359989.3365419"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09047-6"},{"key":"ref6","article-title":"Dolby Atmos Official Site","year":"2022"},{"key":"ref5","article-title":"HLS authoring specification for Apple devices","year":"2017","journal-title":"Apple"},{"key":"ref40","article-title":"tc","year":"2014","journal-title":"Linux"},{"key":"ref35","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref34","article-title":"TF.Learn: TensorFlow's high-level module for distributed machine learning","author":"yuan","year":"2017"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3304109.3306231"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9322459"},{"key":"ref31","first-page":"1057","article-title":"Policy gradient methods for reinforcement learning with function approximation","author":"sutton","year":"0","journal-title":"Proc MIT Adv Neural Inf Process Syst"},{"key":"ref30","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","author":"mnih","year":"0","journal-title":"Proc ACM Int Conf Mach Learn"},{"key":"ref33","first-page":"265","article-title":"TensorFlow: A system for large-scale machine learning","author":"abadi","year":"0","journal-title":"Proc USENIX Symp on Operating System Design and Implementation"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1137\/S0363012901385691"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3131365.3131386"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MMUL.2011.71"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3147667"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155411"},{"key":"ref24","article-title":"ExoPlayer","year":"2016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3134491"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155492"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123284"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3281411.3281439"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3204949.3204953"},{"key":"ref21","article-title":"Dash.js","year":"2017"},{"key":"ref28","volume":"1","author":"sutton","year":"1998","journal-title":"Reinforcement Learning An Introduction"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3240545"},{"key":"ref60","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"0","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref61","article-title":"Bringing studio quality sound to Netflix","year":"2015","journal-title":"Netflix"}],"container-title":["IEEE Transactions on Multimedia"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6046\/10016790\/09854189.pdf?arnumber=9854189","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,27]],"date-time":"2023-11-27T20:00:10Z","timestamp":1701115210000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9854189\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/tmm.2022.3198013","relation":{},"ISSN":["1520-9210","1941-0077"],"issn-type":[{"value":"1520-9210","type":"print"},{"value":"1941-0077","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}