Joint DNN partitioning and task offloading in mobile edge computing via deep reinforcement learning.
Jianbing ZhangShufang MaZexiao YanJiwei HuangPublished in: J. Cloud Comput. (2023)
Keyphrases
- reinforcement learning
- mobile phone
- mobile devices
- edge detection
- function approximation
- reinforcement learning algorithms
- machine learning
- learning algorithm
- learning process
- mobile computing
- mobile technologies
- model free
- mobile environments
- optimal policy
- state space
- handheld devices
- mobile terminals
- neural network
- graph partitioning
- vertex set
- edge information
- weighted graph
- m learning
- optimal control
- mobile applications
- edge detector
- learning problems
- markov decision processes
- context aware