Swayam: distributed autoscaling to meet SLAs of machine learning inference services with resource efficiency.
Arpan GujaratiSameh ElniketyYuxiong HeKathryn S. McKinleyBjörn B. BrandenburgPublished in: Middleware (2017)
Keyphrases
- service level agreements
- grid services
- machine learning
- resource allocation
- service oriented
- service providers
- grid environment
- service level
- cloud computing
- resource sharing
- quality of service
- service provision
- web services
- business process
- resource management
- bayesian networks
- agent technology
- distributed computing
- data mining
- computing environments
- supply chain
- distributed systems
- fault tolerant
- service quality
- distributed environment
- grid computing
- loosely coupled
- business processes
- peer to peer
- end users
- service discovery
- wireless sensor networks
- virtual organization
- database systems
- case study