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In today’s time, a distributed computing model requires overseeing loads from the different datacenters. In any case, it is difficult assignment to manage deal with the heaps. Since, there are many issues, which are prepared to welcome issues into the mists or datacenters. It is very much characterized that there are numerous predefined calculations to deal with the issues and those are perceived by fault tolerant calculations. Yet, there are couple of calculations, which cannot manage the deficiencies. In spite of the way that, there are various frameworks which are used to get the best possible occurs for persevering through the issues. Adaptation to non-critical failure implies a technique to framework outline that allows a framework to continue performing really, when one of its parts crashes and burns or it can be characterized as limit of a framework to respond agilely to a surprising gear or programming separate. If not operational, adaptation to non-critical failure arrangements may permit a framework to keep working at lessened limit as opposed to closing down totally taking after a disappointment. Along these lines, to keep from such issues or faults, this paper concentrated on showing a structure of new fault tolerant calculation, which depends on Ant Colony Optimization strategy. ACO takes after its working in light of insect’s practices and which is finding the briefest way between their settlements and a wellspring of sustenance. That is by; ACO turns into a simple and valuable method.