Adaptive request scheduling for the I/O forwarding layer using reinforcement learning.
Jean Luca BezFrancieli Zanon BoitoRamon NouAlberto MirandaToni CortesPhilippe O. A. NavauxPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- reinforcement learning
- input output
- scheduling problem
- learning capabilities
- function approximation
- machine learning
- round robin
- data access
- reinforcement learning algorithms
- adaptive control
- neural network
- markov decision processes
- state space
- single machine
- file system
- main memory
- multi layer
- information systems
- learning algorithm
- ip address