Dynamic Deployment of DNN Inference Tasks Based on Distributed Proximal Policy Optimization.
Wenchen HeYitao LiLiqiang WangPublished in: IAIC (3) (2023)
Keyphrases
- distributed systems
- dynamic optimization
- cooperative
- optimization algorithm
- peer to peer
- optimization method
- transfer learning
- scalable distributed
- communication cost
- distributed environment
- lightweight
- dynamic environments
- bayesian networks
- mobile agents
- neural network
- dynamic programming
- optimization methods
- probabilistic inference
- multi objective
- training process
- inference engine
- inference process
- computational grids
- genetic algorithm