DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration.
Guobing ZouTengfei LiMing JiangShengxiang HuChenhong CaoBofeng ZhangYanglan GanYixin ChenPublished in: Knowl. Based Syst. (2022)
Keyphrases
- neural network
- web services
- quality of service
- prediction model
- admission control
- service differentiation
- service selection
- communication services
- prediction accuracy
- spatio temporal
- service quality
- application level
- web service selection
- artificial neural networks
- qos aware
- service provisioning
- qos parameters
- real time
- genetic algorithm
- network resources
- resource management
- neural network model
- multi layer
- service composition
- multi layer perceptron
- service providers
- service integration
- multimedia communication
- feature vectors
- end to end
- service discovery
- spatial features
- web service composition
- bp neural network
- end users
- service management
- traffic engineering
- feature maps
- temporal data
- service requests
- chaotic time series
- recurrent neural networks
- back propagation
- elman network