Elastic Task Offloading and Resource Allocation Over Hybrid Cloud: A Reinforcement Learning Approach.
Jiayin ZhangHuiqun YuGuisheng FanZengpeng LiPublished in: IEEE Trans. Netw. Serv. Manag. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- cloud computing
- allocation problems
- resource allocation problems
- function approximation
- temporal difference
- combinatorial auctions
- resource allocation and scheduling
- allocation strategies
- game theory
- model free
- resource usage
- resource allocation decisions
- distributed resource allocation
- data center
- resource consumption
- resource requirements
- management system
- learning process
- learning algorithm
- machine learning
- reinforcement learning algorithms
- service level agreements
- multi agent
- market equilibrium