RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning.
Xiaofeng LuChao LiuSenhao ZhuYilu MaoPietro LioPan HuiPublished in: IEEE Trans. Parallel Distributed Syst. (2023)
Keyphrases
- machine learning
- reinforcement learning
- resource scheduling
- grid systems
- multi agent
- distributed systems
- learning algorithm
- distributed environment
- fault tolerant
- management system
- load balancing
- distributed architecture
- quality management
- peer to peer
- resource sharing
- distributed query processing
- data mining
- computing environments
- distributed computing