Читать книгу Green Internet of Things and Machine Learning - Группа авторов - Страница 12

Karunendra Verma1*, Vineet Raj Singh Kushwah2 and Nilesh3

1Chitkara University School of Engineering & Technology, Chitkara University, Himachal Pradesh, India

2Department of Computer Science & Engineering, IPSCTM, Gwalior, M.P., India

3Department of Computer Science & Engineering, Rama University, Kanpur, U.P., India

Abstract

Today’s life is going to be easy with the use of various devices. Mostly, devices are based on various Machine Learning (ML) techniques, which is one of the most thrilling technologies of Artificial Intelligence (AI). If such devices are operated by internet, then this will increase the efficiency and effectiveness of the working and such type of technology is based on Internet of Thing (IoT). Every web search like Bing or Google is used to search on the internet using these techniques and retrieved results, efficient and accurate in short span of time as they used such learning algorithms to rank the web pages. Like every time, Facebook is used to identify the friends’ photo that is also ML. Product recommendation, online fraud detection, online customer support, videos surveillance, healthcare industries, face recognition, email spam, and malware are also based on various learning algorithms. The objective of this article is to give the brief introduction of various AI, ML, and IoT-based techniques with their applications in real life. Article also included the various aspect of Green IoT (G-IoT) which is based on utilization of IoT with environment friendly.

Keywords: Artificial intelligence, IoT, G-IoT, machine learning, deep learning, supervised learning, unsupervised learning