Time Series QoS Forecasting for Web Services Using Multi-Predictor-Based Genetic Programming.
Yong-Yi FanjiangYang SyuWei-Lun HuangPublished in: IEEE Trans. Serv. Comput. (2022)
Keyphrases
- genetic programming
- web services
- quality of service
- financial forecasting
- web service selection
- weather forecasting
- evolutionary computation
- web services composition
- financial time series
- forecasting accuracy
- service selection
- gene expression programming
- web applications
- fitness function
- symbolic regression
- qos aware
- evolutionary algorithm
- service oriented
- semantic web services
- description language
- business processes
- service composition
- web service composition
- neural network
- grammar guided genetic programming
- box jenkins
- web services discovery
- short term
- service architecture
- chaotic time series
- arma model
- service discovery
- dynamic time warping
- service oriented architecture
- long term
- service providers
- exponential smoothing
- web service compositions
- admission control
- real time
- mackey glass
- non stationary
- arima model
- garch model
- business process
- resource management
- phase space