Introducing Data Reduction In Real Time For Edge Computing
In many cases, data reduction simply indicates that data is now being kept more intelligently, sometimes after optimization and then being reassembled with related data in a more useful arrangement
Data discretization, which creates a linear collection of data values based on a specified set of intervals that each correspond to a given data value, is another technique used for data reduction
In contrast to lossless compression, lossy compression employs different techniques to compress data, and although the treated data may be valuable, it will not be an identical replica
Prior to going through the data analysis and data reduction procedures, certain data must be cleansed, handled, and processed. The conversion of analog to digital data may be a component of that change
Choosing a smaller, less data-intensive format to describe data is the alternative approach. Numerosity reduction may be divided into two categories: parametric and non-parametric
Choosing a smaller, less data-intensive format to describe data is the alternative approach. Numerosity reduction may be divided into two categories: parametric and non-parametric
By reducing the “noise” in the data and facilitating improved data visualization, dimensionality reduction combats that