wuusn / ModelPredictiveControlExample

A Simple Implement of ARIMA Host Prediction of ModelPredictiveControl on Cloudsim Plus.

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ModelPredictiveControlExample

A simple implement of ARIMA Host prediction of ModelPredictiveControl on Cloudsim Plus.
see this paper Dynamic Energy-Aware Capacity Provisioning for Cloud Computing Environments

How to Use

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.

Update

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.

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A Simple Implement of ARIMA Host Prediction of ModelPredictiveControl on Cloudsim Plus.


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