Wavelet transforms based ARIMA-XGBoost hybrid method for layer actions response time prediction of cloud GIS services.
Jiang LiJing CaiRui LiQiang LiLina ZhengPublished in: J. Cloud Comput. (2023)
Keyphrases
- hybrid method
- response time
- wavelet transform
- multi tenant
- geographic information systems
- arima model
- moving average
- exponential smoothing
- hybrid algorithm
- scheduling algorithm
- service providers
- cloud computing
- support vector machine
- private cloud
- cloud platform
- cloud services
- geographical information systems
- web services
- remote sensing
- spatial data
- data center
- short term
- geographic information
- quality of service
- image compression
- multiresolution
- prediction model
- computing infrastructure
- training set
- multiscale
- feature extraction
- data sets