Self-adaptive resource allocation for cloud-based software services based on progressive QoS prediction model.
Xing ChenJunxin LinYun MaBing LinHaijiang WangGang HuangPublished in: Sci. China Inf. Sci. (2019)
Keyphrases
- resource allocation
- prediction model
- resource management
- web services
- software reliability
- service level agreements
- regression model
- quality of service
- grid environment
- resource allocation problems
- resource usage
- service selection
- resource utilization
- grid services
- software systems
- resource requirements
- cloud computing
- service oriented
- allocate resources
- loosely coupled
- neural network
- allocation problems
- scarce resources
- service providers
- resource allocation and scheduling
- resource allocation decisions
- packet scheduling
- optimal resource allocation
- software development
- resource consumption
- allocation strategies
- cloud platform
- distributed resource allocation
- exponential smoothing
- cloud services
- dynamic resource allocation
- fuzzy neural network
- grid computing
- combinatorial auctions
- market equilibrium
- service discovery