Integration of Cloud Computing with Internet of Things

15Data Analytics Framework Based on Cloud Environment

K. Kanagaraj* and S. Geetha

Department of Computer Applications, Mepco Schlenk Engineering College, Sivakasi, India

Abstract

This chapter discusses the various data analytics frameworks available based on a cloud environment that facilitates the user to make an appropriate choice for their application. Data Analytics become very common in Business Organizations. Usually, the data analytics getting performed using R, Python, or other Machine Learning Tools available in the local computer itself. Now a day, data is growing fast which leads to big data. In the case of big data analytics, the resources required for processing, analyzing, and storing big data are inadequate and also more complex. For existence, the Business Organizations have to invest more finance on infrastructure, software to store and analyze their data to get inference out of it. A lot is happening recently on the subject of data analytics with a cloud environment. The ability of a Cloud environment is already proven in many areas like software, infrastructure, and platform as a service. As the data volumes are growing exponentially, the cost to store and analyze that data cannot be allowed to grow at those same rates. Cloud uses several intelligent mechanisms like auto-scaling to reduce the usage cost. There are a variety of big data applications such as log analysis, optimization solutions, supply chain analytics, and big data analytics with different ...