EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning.
Yijun HaoShusen YangFang LiYifan ZhangShibo WangXuebin RenPublished in: INFOCOM (2024)
Keyphrases
- reinforcement learning
- mobile devices
- learning algorithm
- scheduling problem
- scheduling algorithm
- edge information
- mobile phone
- function approximation
- edge detection
- mobile applications
- round robin
- np hard
- model free
- parallel machines
- multiscale
- smart phones
- edge detector
- optimal policy
- multi agent
- neural network
- mobile users
- optimal control
- resource allocation
- resource constraints
- mobile learning
- adaptive control
- learning capabilities
- deep learning