Delay-Aware NFV Resource Allocation with Deep Reinforcement Learning.
Ningcheng YuanWenchen HeJing ShenXuesong QiuShaoyong GuoWenjing LiPublished in: NOMS (2020)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- resource management
- optimal resource allocation
- resource allocation decisions
- allocation problems
- state space
- packet scheduling
- reinforcement learning algorithms
- function approximation
- resource allocation and scheduling
- allocation strategies
- learning algorithm
- model free
- multi agent
- dynamic resource allocation
- machine learning
- distributed resource allocation
- learning process
- allocate resources
- optimal policy
- game theory
- dynamic programming
- resource requirements
- scarce resources
- cooperative
- learning agents
- resource consumption
- combinatorial auctions