Deep Reinforcement Learning-based Scheduling in Edge and Fog Computing Environments.
Zhiyu WangMohammad GoudarziMingming GongRajkumar BuyyaPublished in: CoRR (2023)
Keyphrases
- computing environments
- reinforcement learning
- computational grids
- mobile agents
- scheduling problem
- scheduling algorithm
- function approximation
- grid computing
- machine learning
- mobile computing
- service discovery
- model free
- mobile environments
- single image
- optimal policy
- state space
- round robin
- pervasive computing
- weighted graph
- markov decision processes
- low bandwidth
- edge information
- resource allocation
- resource constraints
- dynamic programming
- cooperative
- reinforcement learning algorithms
- high performance computing
- distributed computing environment
- load balancing
- edge detection
- artificial intelligence
- learning algorithm