Self-adaptive resource allocation for cloud-based software services based on iterative QoS prediction model.
Xing ChenHaijiang WangYun MaXianghan ZhengLongkun GuoPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- resource allocation
- prediction model
- resource management
- web services
- software reliability
- service level agreements
- resource utilization
- quality of service
- service selection
- regression model
- grid environment
- resource requirements
- cloud computing
- software development
- neural network
- scarce resources
- loosely coupled
- resource allocation problems
- bp neural network
- allocation strategies
- cloud platform
- grid services
- service oriented
- software systems
- allocate resources
- allocation problems
- optimal resource allocation
- service discovery
- resource allocation decisions
- distributed resource allocation
- service providers
- packet scheduling
- resource consumption
- exponential smoothing
- resource usage
- computing environments
- resource allocation and scheduling
- cloud services
- service oriented architecture
- information services
- market equilibrium