Data Stream Pre-processing for Real Time Analytical Processing

Data Stream Pre-processing for Real Time Analytical Processing

Dr.V.Valli Mayil

Dr.V.Valli Mayil "Data Stream Pre-processing for Real Time Analytical Processing" Published in International Journal of Trend in Research and Development (IJTRD), ISSN: 2394-9333, Special Issue | NCSMAC-16 , September 2016, URL:

Real-time analytics is the process of continuous dynamic analysis of data stream flowing continuously minute by minute from multiple real time sources. Streaming data is a continuous flow of data in high speed from sources like sensors, machines, vehicles, mobile phones, social media networks, and other real-time sources. The organizations and enterprises are focussing on real time data stream analytics rather than batch processing to understand the future patterns to predict the hidden knowledge for decision making. The continuous flows of data are needed to be integrated and pre-processed for real time systems. In this paper, various pre-processing phases for real time analytics are discussed.

Analytical Processing

Special Issue | NCSMAC-16 , September 2016


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