Advanced Analytics and Deep Learning Models

14Big Data Analytics With Cloud, Fog, and Edge Computing

Deepti Goyal¹, Amit Kumar Tyagi^2,3* and Aswathy S. U.⁴

¹Department of Computer Science and Engineering, Lingaya’s Vidyapeeth, Faridabad, Haryana, India

²Centre for Advanced Data Science, Vellore Institute of Technology, Chennai, Tamil Nadu, India

³School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, Tamil Nadu, India

⁴Department of Computer Science and Engineering, Jyothi Engineering College, Thrissur, Kerala, India

Abstract

The uses of Internet of Things (IoT)–based devices are increasing in the world by people, and life without such smart devices becomes impossible these days. The essential of human being has been increasing day by day and, along with the improvements in IoT, has led to demand on evolving platforms like edge computing and fog cloud.

Here, we can define cloud computing terms as follows: “Cloud computing service was initially proposed due to small works in industries (to reduce the number of computer system in an organization), but later, it was implemented on a large scale”. Today, major companies like IBM and Amazon are providing such efficient services of the cloud to consumers (or millions of customers world-wide). When comes to company side of cloud computing, they actually prefer resources that are in the form of utility such as Virtual Machine (VM) and other applications, and some services involve cloud storage, hybrid cloud intelligence, and applications. Mainly, ...