A simple implement of ARIMA Host prediction of ModelPredictiveControl on Cloudsim Plus.
see this paper Dynamic Energy-Aware Capacity Provisioning for Cloud Computing Environments
If you are not familiar with Java Projects, please install jdk 1.8+ and use IntelliJ IDEA, import as a Maven project .
This experiment is based on CloudSim Plus v2.1.0.
The core part is in the VmAllocationPolicyMigrationDynamicUsagePredictionControl.java
.
You can run the Example.java
to see what happens.
It's just a simple example and implement, I will update this when the cloudsim plus is better enough, and use more complex or random data to test it.