Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems.
Samrat NathJingxian WuPublished in: Intell. Converged Networks (2020)
Keyphrases
- resource allocation
- computing systems
- reinforcement learning
- dynamic resource allocation
- resource management
- computer systems
- resource allocation problems
- resource availability
- resource consumption
- parallel computing
- resource allocation and scheduling
- autonomic computing
- optimal resource allocation
- combinatorial auctions
- allocation problems
- computing platform
- resource allocation decisions
- learning algorithm
- mobile users
- dynamic environments
- allocation strategies
- open source
- mobile devices
- scarce resources
- distributed resource allocation