Deep Reinforcement Learning for DAG-based Concurrent Requests Scheduling in Edge Networks.
Yaqiang ZhangRuyang LiZhangbing ZhouYaqian ZhaoRengang LiPublished in: WASA (3) (2021)
Keyphrases
- reinforcement learning
- function approximation
- directed acyclic graph
- edge information
- scheduling problem
- social networks
- scheduling algorithm
- machine learning
- neural network
- concurrent execution
- edge detection
- multiscale
- computer networks
- resource allocation
- edge detector
- bayesian networks
- optimal control
- network analysis
- learning algorithm
- temporal difference
- edge weights
- reinforcement learning algorithms
- round robin
- state abstraction
- differentiated services
- hierarchical reinforcement learning