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- Title
Big Data-9Vs, Challenges and Solutions.
- Authors
Khurshid, K.; Khan, A. A.; Siddiqi, H.; Rashid, I.
- Abstract
Big data refers to the data whose large volume, value, complexity, exponential arrival and growth rate makes it very difficult to be captured, efficiently managed, processed and analyzed within a certain time frame by conventional techniques. This paper provides a comprehensive review on the background of big data, its importance and related challenges. It gives an insight into fundamentals of security and risks associated with big data along with certain workable solutions. Another input in this work is the revision of existing IBM's 3V model of big data consisting of Value, Velocity and Volume. A more realistic model compromising of 9Vs has been devised for future modelling and classification of big data.
- Subjects
BIG data; IBM computers; DATA mining; DATABASES; ELECTRONIC data processing
- Publication
Technical Journal of University of Engineering & Technology Taxila, 2018, Vol 23, Issue 3, p28
- ISSN
1813-1786
- Publication type
Article