Resource Allocation With Workload-Time Windows for Cloud-Based Software Services: A Deep Reinforcement Learning Approach.
Xing ChenLijian YangZheyi ChenGeyong MinXianghan ZhengChunming RongPublished in: IEEE Trans. Cloud Comput. (2023)
Keyphrases
- resource allocation
- reinforcement learning
- resource usage
- resource management
- grid environment
- resource requirements
- service level agreements
- resource sharing
- resource allocation problems
- optimal resource allocation
- web services
- service oriented
- resource allocation and scheduling
- loosely coupled
- grid services
- resource consumption
- information services
- scarce resources
- allocation problems
- allocate resources
- resource availability
- allocation strategies
- service providers
- markov decision processes
- optimal policy
- market equilibrium
- cloud computing
- reinforcement learning algorithms
- response time
- state space
- resource providers
- vehicle routing problem
- heterogeneous systems
- distributed systems
- service oriented architecture