Estimating Web Service Quality of Service Parameters using Source Code Metrics and LSSVM.
Lov KumarSantanu Kumar RathAshish SurekaPublished in: QuASoQ@APSEC (2017)
Keyphrases
- quality of service
- web services
- ls svm
- qos requirements
- qos parameters
- least squares support vector machine
- response time
- resource management
- service selection
- ip networks
- source code metrics
- ad hoc networks
- real time
- qos routing
- web service selection
- admission control
- input variables
- parameter estimation
- web services composition
- maximum likelihood
- improved algorithm
- multimedia services
- bandwidth allocation
- web service composition
- hyperparameters
- variable selection
- bayesian framework
- expectation maximization
- service requests
- video sequences
- learning algorithm