Detection of Changes in Group of Services in SOA System by Learning Algorithms.
Ilona BluemkeMarcin TarkaPublished in: MISSI (2014)
Keyphrases
- web services
- service oriented architecture
- service oriented
- learning algorithm
- service integration
- service providers
- detection accuracy
- service discovery
- machine learning
- detection algorithm
- service composition
- false positives
- false alarms
- machine learning algorithms
- service provision
- training data
- loose coupling
- service delivery
- automatic detection
- web service composition
- service quality
- ubiquitous computing
- information services
- detection rate
- seamless integration
- detection method
- business processes
- model driven development
- neural network
- loosely coupled
- mobile services
- user groups
- labeled data
- group members
- business continuity
- model driven
- reinforcement learning
- learning rate
- learning process
- active learning
- learning problems
- learning tasks
- business process
- training examples
- context aware
- anomaly detection