{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T08:58:11Z","timestamp":1772787491873,"version":"3.50.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"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":["62192781"],"award-info":[{"award-number":["62192781"]}],"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":["62172326"],"award-info":[{"award-number":["62172326"]}],"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":["62137002"],"award-info":[{"award-number":["62137002"]}],"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":["62192781"],"award-info":[{"award-number":["62192781"]}],"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":["62302384"],"award-info":[{"award-number":["62302384"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Research and Development Project in Shaanxi Province","award":["2022GXLH-01-03"],"award-info":[{"award-number":["2022GXLH-01-03"]}]},{"name":"Project of China Knowledge Centre for Engineering Science and Technology"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1109\/tmc.2025.3526359","type":"journal-article","created":{"date-parts":[[2025,1,6]],"date-time":"2025-01-06T19:56:24Z","timestamp":1736193384000},"page":"4466-4480","source":"Crossref","is-referenced-by-count":1,"title":["Lightweight Configuration Adaptation With Multi-Teacher Reinforcement Learning for Live Video Analytics"],"prefix":"10.1109","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-0281-2987","authenticated-orcid":false,"given":"Yuanhong","family":"Zhang","sequence":"first","affiliation":[{"name":"National Engineering Lab for Big Data Analytics, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0330-5435","authenticated-orcid":false,"given":"Weizhan","family":"Zhang","sequence":"additional","affiliation":[{"name":"National Engineering Lab for Big Data Analytics, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-2721-6266","authenticated-orcid":false,"given":"Muyao","family":"Yuan","sequence":"additional","affiliation":[{"name":"National Engineering Lab for Big Data Analytics, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-1102-5914","authenticated-orcid":false,"given":"Liang","family":"Xu","sequence":"additional","affiliation":[{"name":"National Engineering Lab for Big Data Analytics, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7763-2987","authenticated-orcid":false,"given":"Caixia","family":"Yan","sequence":"additional","affiliation":[{"name":"National Engineering Lab for Big Data Analytics, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3840-441X","authenticated-orcid":false,"given":"Tieliang","family":"Gong","sequence":"additional","affiliation":[{"name":"National Engineering Lab for Big Data Analytics, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1120-7096","authenticated-orcid":false,"given":"Haipeng","family":"Du","sequence":"additional","affiliation":[{"name":"National Engineering Lab for Big Data Analytics, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3372224.3380881"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/app10020636"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3387514.3405874"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.3641638"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3098822.3098843"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155411"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796875"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548249"},{"key":"ref9","first-page":"406","article-title":"Scaling video analytics on constrained edge nodes","volume":"1","author":"Canel","year":"2019","journal-title":"Proc. Mach. Learn. Syst."},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3387514.3405887"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3300061.3300116"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230574"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485905"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2024.3372046"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230554"},{"key":"ref16","first-page":"377","article-title":"Live video analytics at scale with approximation and Delay-Tolerance","volume-title":"Proc. 14th USENIX Symp. Netw. Syst. Des. Implementation","author":"Zhang"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3447993.3483259"},{"key":"ref18","first-page":"8103","article-title":"A lyapunov-based approach to safe reinforcement learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Chow"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3372224.3419186"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155524"},{"key":"ref21","article-title":"Query-efficient imitation learning for end-to-end autonomous driving","author":"Zhang","year":"2016"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01453-z"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.07.048"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747534"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00497"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3222784"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.495"},{"key":"ref28","first-page":"405","article-title":"ICNet for real-time semantic segmentation on high-resolution images","volume-title":"Proc. Eur. Conf. Comput. Vis.","author":"Zhao"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3156653"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3054912"},{"key":"ref32","article-title":"Polynomial expansion for orientation and motion estimation","author":"Farneb\u00e4ck","year":"2002"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s11554-017-0699-y"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01165"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3149592"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3067100"},{"key":"ref37","article-title":"Proximal policy optimization algorithms","author":"Schulman","year":"2017"},{"key":"ref38","article-title":"High-dimensional continuous control using generalized advantage estimation","author":"Schulman","year":"2015"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3544216.3544243"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3495243.3560538"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/NoF55974.2022.9942521"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2024.3393709"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3387514.3405892"},{"key":"ref44","article-title":"Towards understanding ensemble, knowledge distillation and self-distillation in deep learning","author":"Allen-Zhu","year":"2020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682450"},{"key":"ref46","first-page":"7528","article-title":"Knowledge distillation by on-the-fly native ensemble","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Zhu"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2017-614"},{"key":"ref48","first-page":"1","article-title":"Towards understanding ensemble, knowledge distillation and self-distillation in deep learning","volume-title":"Proc. 11th Int. Conf. Learn. Representations","author":"Allen-Zhu"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM52122.2024.10621341"},{"key":"ref50","first-page":"515","article-title":"P3: Toward privacy-preserving photo sharing","volume-title":"Proc. 10th USENIX Symp. Netw. Syst. Des. Implementation","author":"Ra"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3447993.3448618"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00530"},{"key":"ref53","first-page":"267","article-title":"Salsify: Low-Latency network video through tighter integration between a video codec and a transport protocol","volume-title":"Proc. 15th USENIX Symp. Netw. Syst. Des. Implementation","author":"Fouladi"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2011.283"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3452296.3472893"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7755\/10949650\/10829727.pdf?arnumber=10829727","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T22:15:13Z","timestamp":1744064113000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10829727\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":55,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2025.3526359","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]}}}