Title: A survey on big data: an emerging imparity and revolution in digital world

Authors: Anupam Mukherjee; Sourav De; Siddhartha Bhattacharyya

Addresses: Department of Computer Science and Engineering, Siliguri Institute of Technology, Siliguri – 734009, WB, India ' Department of Computer Science and Engineering, Cooch Behar Government Engineering College, Cooch Behar – 736170, WB, India ' Department of Computer Application, RCC Institute of Information Technology, Kolkata – 700015, WB, India

Abstract: Size of the heterogeneous data is increasing rapidly at an electrifying speed. But we cannot handle this massive amount of unstructured data in traditional database, most of the data in the digital universe is unstructured. Big data analytics provides better computational power and efficient mechanism to handle this situation. This paper attempts to offer a survey report of big data, which changes rapidly of high volume, velocity, verity. In this paper we discuss some of the major challenges with a focus on big data characteristics followed by a conceptual framework of big data. This survey paper also focuses on the complexity of medical images and data mining problems.

Keywords: big data analysis; social media data; unstructured data; heterogeneous dimensionalities; architectural framework; medical image data; data mining.

DOI: 10.1504/IJHI.2019.103575

International Journal of Hybrid Intelligence, 2019 Vol.1 No.2/3, pp.147 - 162

Received: 23 Mar 2018
Accepted: 23 May 2018

Published online: 05 Nov 2019 *

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