The Ant Colony Optimization (ACO) algorithm is one of the evolutionary algorithms inspired by the behavior of the ants, which find the shortest path from their colonies to the food source and leaves some traces for returning to their colonies. ACO algorithm is the random search algorithm that effectually schedules the incoming tasks to the available resources within a reasonable time consumption. Most approaches use the ACO algorithm to solve complex problems since it gives appropriate optimal solutions.