Stream Data Load Prediction for Resource Scaling Using Online Support Vector Regression.
Zhigang HuHui KangMeiguang ZhengPublished in: Algorithms (2019)
Keyphrases
- support vector regression
- load forecasting
- stream data
- stream data mining
- data streams
- sliding window
- regression model
- hybrid model
- support vector
- forecasting accuracy
- support vector machine svm
- concept drifting
- kernel function
- prediction model
- historical data
- concept drift
- sequential patterns
- support vector machine
- network traffic
- sensor data
- data mining
- streaming data
- bp neural network
- short term
- artificial neural networks
- relational databases
- support vector classification
- historical stream data
- autoregressive conditional heteroscedasticity
- continuous queries
- forecasting model
- image processing
- data sets