Design and Implementation of a Multi-objective Optimization Mechanism for Virtual Machine Placement in Cloud Computing Data Center

Dear, please check this link:, 

http://link.springer.com/chapter/10.1007%2F978-3-319-03874-2_3

Thanks a lot!!! Can I ask one more question, how did you learn to work with cloudsim?

Learning CloudSim

Dear, please check this link:, 

https://www.youtube.com/watch?v=qBFlB5puRRs

Hello Nassim,

I've been working with CloudSim for a while now. You need a good Java base to start with. Then it becomes easy to use and get what you want. It has example classes and straight forward comments in its classes. I have a paper on VM migration https://www.researchgate.net/publication/277930968_The_Effects_of_Hotspot_Detection_and_Virtual_Machine_Migration_Policies_on_Energy_Consumption_and_Service_Levels_in_the_Cloud. The source code for CloudSim is also available: https://www.researchgate.net/publication/303896687_PowerVmSelectionPolicyMaximumUtilization.

All I did was writing this small class and updating PlanetLabRunner class. And there you have what you were looking for.

Now, for placement you're looking at PowerVmAllocationPolicy classes (instead of PowerVmSelectionPolicy). There are multiple policies already included in the package. They are from this paper: "Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in Cloud data centers" by Anton Beloglazov and Rajkumar Buyya. 

I recommend having a read of the papers and relating them to the classes in CloudSim.

All the best,

Sahar Sohrabi

Article The Effects of Hotspot Detection and Virtual Machine Migrati...

Data PowerVmSelectionPolicyMaximumUtilization

Dear Sahar thanks alot for guiding me .... You are right ! I would read the papers you shared..but one more thing..If I want to apply the multi objective optimization by using new evolutionary algorithms for vm placement...then will these default classes in cloudsim be applicable? or no ? 

You need to write your multi objective algorithm as a class, like the ones that are available. Then you'll instantiate yours and go by the simulation. 

Best of luck 

Aha now I got it ... Thanks a lot for sharing your knowledge...

Hi

This paper may help you: "Multi-objective Virtual Machine Placement with Service Level Agreement: A Memetic Algorithm Approach". visit the following URL:

http://dl.acm.org/citation.cfm?id=2588692

Regards....

Hi Dear Professor Ghany Ismaeel;

Thanks alot for sharing the paper. I will read the paper and send my feedback ..

Best regards

Hi Nasim

You can read the following paper for multi-objective VMs placement problem. You may find some valuable information from it.

http://link.springer.com/chapter/10.1007/978-3-319-26535-3_19

Thanks

Thanks alot for sharing your information.....