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Cloud Computing Algorithm Implementation on Open Stack Cloud

Hi All,

What is the best way to implement cloud computing algorithms such as a load balancing algorithm on cloud infrastructure instead of using a simulator?

Does cloud benchmark tools suffice for this? if yes any recommendation on verified tools?

Thank you in advance.