Authors in [5] and [7] report that there are three representative workload patterns in cloud computing environments, with each representing a typical application or scenario. These patterns are: growing, periodic, and unpredicted (see section II.A). Since prediction technique’s accuracy varies in accordance to the incoming workload pattern, the hypothesis for this research is