IoT and Machine Learning - A Technological Combination for Smart Application

Proceedings of the 4th International Conference: Innovative Advancement in Engineering & Technology (IAET) 2020

4 Pages Posted: 6 Mar 2020

See all articles by Jyoti Arora

Jyoti Arora

Institute of Information & Management

Date Written: February 21, 2020

Abstract

With the rapid developments in hardware, software and communication technologies, a new era of internet connected sensory devices has begun which provides a link between physical and cyber worlds. It is estimated that by 2020 internet connected devices being used will be between 25 and 50 billion. Internet connected devices referred as Internet of Things. IoT provides a huge range of services and applications covering all the domains ranging from infra-structure, retail, transportation and personal health care. Fughua etal. (2015) poised that IoT has empowered the development in internet protocols and communication technologies. In IoT applications, intelligent processing and analysis of big data act as key for their development. Data science technologies help to find new pattern and new insights from data to make IoT applications more intelligent. Data science with IoT is mainly used in various sectors dealing with volume, velocity and pattern recognition. Because of predictive analysis of machine learning, software becomes able to predict incoming desired and undesired events. Therefore, machine learning system is not only recognizing the abnormal behaviour but also help to understand and establish long term trends.A continue correction and supervision is required for effectiveness and efficiency in data analysis. This paper is having two sections- pertaining the different applications of IoT where machine learning helps to make the intelligent system and futuristic scope of IoT and machine learning and how these two technologies help in development of communication devices. This paper will provide the answers to questions such as what is the taxonomy of machine learning that can be adopted in IoT, how can machine learning be applied to IoT applications.

Keywords: Machine Learning, IoT, Data analysis, Data Science

JEL Classification: O30

Suggested Citation

Arora, Jyoti Batra, IoT and Machine Learning - A Technological Combination for Smart Application (February 21, 2020). Proceedings of the 4th International Conference: Innovative Advancement in Engineering & Technology (IAET) 2020, Available at SSRN: https://ssrn.com/abstract=3548431 or http://dx.doi.org/10.2139/ssrn.3548431

Jyoti Batra Arora (Contact Author)

Institute of Information & Management ( email )

D-29 Institutional Area Janakpuri
New Delhi, 110058
India

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