Title: The impact of big data in predictive analytics towards technological development in cloud computing
Authors: Krishna Kumar Mohbey; Sunil Kumar
Addresses: Department of Computer Science, Central University of Rajasthan, Ajmer, 305817, India ' Department of Computer Science, Central University of Rajasthan, Ajmer, 305817, India
Abstract: Presently, we are living in a world of data. More than 2.5 quintillion bytes of data are generated everyday. The volume of data from different sources and in various forms can be identified as big data. With the collection of an enormous amount of data, various kinds of predictions would help make decisions. Making intelligent decisions in different situations using massive datasets is known as predictive analysis. Cloud computing aims to be an important way to handle big data. Working on big data in the cloud, however, poses its challenge. Predictive analytics is applied to generate different kinds of patterns that make optimised decisions. This paper introduces big data predictive analytics and its importance. It also gives details of applications and challenges in the present and future scenarios of cloud computing. Besides, we have also included various technologies and frameworks to store, manage, and process big data in cloud platforms.
Keywords: big data; cloud computing; predictive analytics; machine learning approaches; statistical approaches.
International Journal of Engineering Systems Modelling and Simulation, 2022 Vol.13 No.1, pp.61 - 75
Received: 19 Feb 2021
Accepted: 18 Jul 2021
Published online: 09 May 2022 *