A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline

Yingying Zhao, Mingzhi Dong, Yujiang Wang 0001, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li 0002, Tun Lu, Ning Gu, Li Shang. A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline. IEEE Transactions on Multimedia, 24:2150-2163, 2022. [doi]

@article{ZhaoDWFLDLLGS22,
  title = {A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline},
  author = {Yingying Zhao and Mingzhi Dong and Yujiang Wang 0001 and Da Feng and Qin Lv and Robert P. Dick and Dongsheng Li 0002 and Tun Lu and Ning Gu and Li Shang},
  year = {2022},
  doi = {10.1109/TMM.2021.3076612},
  url = {https://doi.org/10.1109/TMM.2021.3076612},
  researchr = {https://researchr.org/publication/ZhaoDWFLDLLGS22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Multimedia},
  volume = {24},
  pages = {2150-2163},
}