Light Weight RL Based Run Time Power Management Methodology for Edge Devices.
Ratnala VinayPradip SasmalChandrajit PalToshihisa HarakiKazuhiro TamuraChirag JuyalMohamed Amir Gabir ElbakriSumohana S. ChannappayyaAmit AcharyyaPublished in: ICECS 2022 (2022)
Keyphrases
- lightweight
- power management
- power consumption
- communication infrastructure
- battery life
- energy consumption
- reinforcement learning
- energy saving
- data center
- rfid tags
- wireless sensor networks
- energy efficiency
- edge detection
- real time
- edge information
- state space
- markov decision processes
- artificial intelligence
- mobile devices
- database systems
- computer vision