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