Resource Allocation and Computation Offloading in Ultra-reliable Low-latency Communication Systems via Deep Reinforcement Learning.
Jiahui LiJiaxin YanBaolin YinLiang ZhaoRan WeiPublished in: iThings/GreenCom/CPSCom/SmartData/Cybermatics (2022)
Keyphrases
- resource allocation
- communication systems
- low latency
- high speed
- reinforcement learning
- information processing systems
- real time
- blind equalization
- resource management
- computer systems
- resource allocation problems
- optimal resource allocation
- allocation problems
- high throughput
- highly efficient
- wireless channels
- resource allocation decisions
- scarce resources
- learning algorithm
- cost effective
- channel estimation
- virtual machine
- database
- distributed resource allocation