I am working on nature inspired algorithms that can be implemented in cloud environment. I have studied many algorithms like Genetic Algorithm, Ant colony optimization, Cuckoo search, Bat optimization, Particle swarm optimization, simulated Annealing, etc approaches.
I want to know what is the need of specified algorithm in cloud. and how they are optimizing the load balancing, vm migration, vm placement, task scheduling, vm consolidation in cloud.
Also the taxonomy of nature inspired algorithms.
Hi. Please see my papers on
1. VM allocation
2. Workflow scheduling and
3. Resource provisioning
in cloud computing with Genetic algorithms, PSO, Tabu search and NSGA.
Thank you Amol C Adamuthe for recommendation.
Please can you provide the link of your papers.
As I am on the IEEE standards committee for Service Oriented Architecture, you may be interested in the following:
The original work on your subject was conducted at UC Santa Barbara in about 1971-2. A camera was put over solutions of one cell animals with the intention of reverse engineering their "random" actions. It is possible that this research is available still.
Also, you need to review the basic science of fractals.
Finally, this subject is well covered in a movie made about 1996? The title is Pi. (not the "life of Pi"....just Pi).
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