QoS prediction for web service compositions using kernel-based quantile estimation with online adaptation of the constant offset.
Dries GeebelenKristof GeebelenEddy TruyenSam MichielsJohan A. K. SuykensJoos VandewalleWouter JoosenPublished in: Inf. Sci. (2014)
Keyphrases
- kernel methods
- web service compositions
- quality of service
- web services
- web service composition
- support vector machine
- service composition
- prediction accuracy
- online learning
- real time
- prediction algorithm
- prediction error
- web service selection
- petri net
- prediction model
- resource management
- network resources
- resource utilization
- service selection
- service differentiation