Industrial Internet of Things (IIoT)

7An Overview of IoT and Its Application With Machine Learning in Data Center

Manikandan Ramanathan* and Kumar Narayanan

Department of CSE, Vels Institute of Science, Technology and Advanced Studies, Chennai, India

Abstract

Internet of Things (IoT) enables the gadgets, tools, machines, computers, instruments, or any devices that are associated to the internet and controlled through the internet from anywhere. Consequently, an unimaginable amount of data is generated, and this needs to be monitored and processed, and actions are needed to be taken. In this regard, through data centers, along with IoT, AI, and machine learning techniques, and through implementing edge computing, we can achieve the required high-speed computation. This chapter describes the IoT protocols, surveys IoT in the data center, and edge computing with machine learning techniques.

Keywords: IoT, AI, data center, machine learning, edge computing

7.1 Introduction

The Internet of Things (IoT) is the interconnection of devices, instruments, tools, vehicles, home utilities along with sensors, actuators, and software over the network. The data is collected from these devices and transferred over the internet network, and also, it receives the data from the external world through internet. IoT means making the device as internet-aware [8].

IoT applications [9] can be as follows:

1. Mobile devices
2. Smart meters and objects
3. Washing machine
4. Health care implementations
5. Smartwatches
6. Fitness devices
7. Interconnected automobiles ...