NDLI: Beginning with big data simplified

Content Provider	IEEE Xplore Digital Library
Author	Bedi, P. Jindal, V. Gautam, A.
Copyright Year	2014
Description	Author affiliation: Dept. of Comput. Sci., Univ. of Delhi, New Delhi, India (Bedi, P.; Jindal, V.; Gautam, A.)
Abstract	Big Data is a collection of datasets containing massive amount of data in the range of zettabytes and yottabytes. Organizations are facing difficulties in manipulating and managing this massive data as existing traditional database and software techniques are unable to process and analyze voluminous data. Dealing with Big Data requires new tools and techniques that can extract valuable information using some analytic process. Volume, Variety, Velocity, Value, Veracity, Variability and Complexity are attributes associated with Big Data in various works in the literature. In this paper, we briefly describe these existing attributes and also propose to add Viability, Cost and Consistency as new attributes to this set. This paper also discusses existing tools and techniques associated with Big Data. Fleet management is an evolving application of GPS data. It is taken as a case study in this work to illustrate various attributes of Big Data. This paper also presents the implementation of a sorting problem by varying Hadoop cluster sizes for the GPS data.
Starting Page	1
Ending Page	7
File Size	520276
Page Count	7
File Format	PDF
e-ISBN	9781479946747
DOI	10.1109/ICDMIC.2014.6954229
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-09-05
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	C's of Big Data Hadoop Big Data Global Positioning System Vehicles Sorting Databases Map Reduce V's of Big Data Big data Real-time systems GPS data Business
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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