Data Reduction can eliminate invalid data, reduce the data volume, produce the meta data and ensure the integrity of dataset

Our concept about data is that more data can provide more useful information and a better chance to gain knowledge in marketing, engineering and business decision. However An inconsumable amount of data is becoming more of a liability than an asset.; we are swimming and drowning in data we can’t harness.

An enormous amount of data collected by real time sensing system in many industries, such as railway and mining, has become dysfunctional and unwieldy. ApoSys data mining, data reduction and data selection capability has been applied to image analysis to monitor the infrastructures for millimeter changes.