Deep Reinforcement Learning based Resource Allocation in Low Latency Edge Computing Networks.
Tianyu YangYulin HuMustafa Cenk GursoyAnke SchmeinkRudolf MatharPublished in: ISWCS (2018)
Keyphrases
- resource allocation
- low latency
- high bandwidth
- reinforcement learning
- resource management
- high speed
- high throughput
- optimal resource allocation
- real time
- allocation problems
- virtual machine
- highly efficient
- resource allocation decisions
- resource allocation problems
- end to end
- scarce resources
- state space
- distributed resource allocation
- resource allocation and scheduling
- stream processing
- mobile nodes
- reinforcement learning algorithms
- learning algorithm
- machine learning
- multi agent