Cloud computing has found its widespread use because of the several provisions it has enabled and made easier in technology sector. The research paper is intended to analyze and implement the three prominent task scheduling algorithms (FCFS, SJF, RR) which plays critical role in cloud computing. The more efficiently the processes are organized for execution on remote servers, the more optimal gets the performance of cloud setup. The paper elaborated the performance of three task scheduling algorithms under different scenarios and an effective conclusion has been reached.