Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning.
Abderrahime FilaliBoubakr NourSoumaya CherkaouiAbdellatif KobbanePublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- communication protocols
- resource sharing
- web services
- information dissemination
- function approximation
- resource allocation
- grid environment
- communication technologies
- service oriented
- information services
- end users
- exchange information
- communication services
- computing devices
- communication channels
- service providers
- open systems
- network resources
- temporal difference
- learning algorithm
- dynamic programming
- communication protocol
- service composition
- resource management
- ubiquitous computing
- resource providers
- multimedia communication
- context aware
- resource discovery
- interoperability issues
- mobile services
- resource constraints
- information resources
- communication networks
- reinforcement learning algorithms
- action selection
- mobile networks
- service discovery
- communication systems
- markov decision processes
- distributed systems
- smart objects
- state space
- machine learning