Big Data Analysis: A comprehensive Study
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 5
Abstract
With advance of E-commerce applications, social media and mobile devices in current era the data explosion has started. IT industry and academia have gained much attention for Big Data. By 2020, 50 billion devices are expected to be connected to the internet. With the data transfer and sharing at light speed on optic fibre and wifi networks, there is a voluminous growth in data generations. In this Big Data World, various fields around the globe are facing a big problem with this large scale data which highly supports in decision making. The traditional relational DBMS’s were unable to handle this Big Data. The most classical data mining methods are also not suitable for handling this big data. Efficient algorithms are required to process Big Data. As Big Data is still in its infancy stage, in this paper we try to identify the Issues and Challenges faced by MapReduce in handling Big Data with an overview of providing and identifying better opportunities for further research. The Challenges are grouped into (a) Big Data Management and Storage. (b) Big Data Analysis.(c) Security and Privacy. This study encourages future Big Data research.
Authors and Affiliations
M. Bhaskar
Keywords
Related Articles
- EP ID EP24066
- DOI -
- Views 257
- Downloads 10
Design and Experimentation of Automatic Cloth Dyeing Machine
Dyeing is a method which enhances beauty of the textile by applying various colours and their shades on to a fabric. Colour is applied to fabric by different methods and at different stages of the textile production pro...
A Current Sharing Method for Paralleled DC-DC Converter with Parameter Estimation
In this paper, a new current sharing technique on a general case of N paralleled DC–DC boost converters is presented. The proposed optimization is based on the knowledge of individual boost parameters. Every loss throug...
Standardisation of Medical Images and Mimosa Model
This paper mainly deals with the standardisation of medical images and picture archiving and communication system (PACS). PACS manages the image related documents and reports. Though PACS made a huge revolution in the...
Comparative Study Between Different Metal Gates Engineered Structures
In this paper, comparative study between different metal gate structures has been presented. Short channel effect acts as barrier for further reduction in size of conventional MOSFETs. So looking for new device structur...
LTE Scheduling Algorithm with Balanced Throughput and Fairness
Long Term Evolution, the recent technology in Mobile Communication can handle the high Data Rate traffic in a better way. Packet scheduling plays a vital role in handling the data traffic by allocating resources in freq...