A Life Cycle on Processing Large Dataset - LCPL
Rajit Nair, Amit Bhagat · International Journal of Computer Applications · 2018
We all know that today's era is of big data, we can also call it as large data set where data from different sources are collected at one place and it is very difficult to process these type of data.Mainly these types of data are collected where there is huge volume, high velocity and different varieties of data.These types of data are processed for analytical purpose because if we did not analyze it then there is no sense of collecting these type of data.So in this paper we are explaining about the life cycle of processing large data set and propose a new term for it i.e.LCPLD(Life Cycle on Processing Large Data set.Here the discussion will mainly focus on the steps which are involved during the life cycle of processing that are pre-processing, feature selection, feature extraction, classification, clustering and many more. General TermsThis survey paper is basically used to represent the life cycle of the processing of large data set.Mainly it emphasize on the overall processing of Big data or high dimensional data.