Distributed Dependent Task Offloading in CPU-GPU Heterogenous MEC: A Federated Reinforcement Learning Approach.
Hualong HuangZhekai DuanWenhan ZhanYichen LiuZhi WangZitian ZhaoPublished in: TrustCom (2023)
Keyphrases
- reinforcement learning
- distributed systems
- multi agent
- graphics processing units
- data transfer
- distributed data
- graphics processors
- data sources
- gpu implementation
- function approximation
- cooperative
- real time
- distributed information systems
- distributed environment
- graphics hardware
- commodity hardware
- parallel processing
- optimal control
- computer networks
- markov decision processes
- data sets
- distributed computing
- model free
- temporal difference
- reinforcement learning algorithms
- mobile agents
- optimal policy
- general purpose
- learning algorithm
- databases
- gpu accelerated