Can anybody help me on the implementation of nature inspired algorithms (genetic algorithm, ant colony optimization, cuckoo search, bat algorithm etc) in cloud computing environment to solve the following problems:
1. Load Balancing.
2. Task Scheduling.
3. VM Placement.
4. VM migration.
5. VM consolidation.
6. Resource Provisioning.
7. Task Consolidation.
I want to know how these algorithm solves the aforementioned algorithms.
I have a paper going online by the 20th of April on load monitoring Load Monitoring algorithm on a power grid. One it's published I will share on my profile.
This paper may help
Article Optimization of live virtual machine migration in cloud comp...
you mentions 7 task
in research environment you take one point and focus on that .if you take load balancing it consist of many thing for research . for just your information if you want to see these thing just install cloud sim and run basic example there you understand these point
Dear Ankita,
As mentioned by one of the answers here, you may have to concentrate on a particular item on your list.
We have worked on VM placement.
We used cuckoo search optimization to solve the problem. Please find our paper at:
https://link.springer.com/article/10.1007/s10489-015-0710-x
Let me know if you need any guidance.
Please read the my articles
https://www.ijitee.org/wp-content/uploads/papers/v8i2s2/BS2008128218.pdf
https://www.ijitee.org/wp-content/uploads/papers/v8i2s2/BS2009128218.pdf
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