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Energy Efficient Algorithms based on VM Consolidation for Cloud Computing: Comparisons and Evaluations

Source code for several energy efficient algorithms in Cloud Computing implemented by CloudSim.

Algorithm

Base path: modules/cloudsim/src/main/java/org/cloudbus/cloudsim/power/

  • MBFD
    • path: PowerVmAllocationPolicyMBFD.java
  • LOAD
    • path: PowerVmAllocationLearningAutomata.java
  • GRANITE
    • path: PowerVmAllocationPolicyGRANITE.java
  • ACS
    • path: PowerVmAllocationPolicyACS_VMC.java
  • THR
    • path: PowerVmAllocationPolicyMigrationStaticThreshold.java
  • IQR
    • path: PowerVmAllocationPolicyMigrationInterQuartileRange.java

Setup and Run

Clone the repo and open the CloudSim in Idea IntelliJ IDEA.

  • PowerPolicyComparison.java: modules/cloudsim/src/main/java/org/cloudbus/cloudsim/power/PowerPolicyComparison.java

  • main function:

    • void SyntheticWorkload(double ratio);
    • void PlanetLab(int hostNum);

References

Qiheng Zhou, Minxian Xu, Sukhpal Singh Gill, Chengxi Gao, Wenhong Tian, Chengzhong Xu, Rajkumar Buyya: Energy Efficient Algorithms based on VM Consolidation for Cloud Computing: Comparisons and Evaluations. CCGRID 2020: 489-498