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Status Submitted
Categories Database
Created by Guest
Created on Aug 16, 2022

Add pipeline stage for "downsampling" data

Down sampling is an extremely common operation used when plotting time-series data on graphs when there is too much data to get a good looking/meaningful graph. This would pick and choose "important" data points based on an algorithm such as "Largest-Triangle-Three-Buckets" (https://skemman.is/bitstream/1946/15343/3/SS_MSthesis.pdf) instead of returning the entire data set. Not only would this make prettier graph but it will also reduce the overall payload returned from the data thus reducing network related latency. This would be an awesome addition to timeseries!
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  • Guest
    Feb 12, 2025
    It is something essential for IoT. Writing code outside is possible but expensive in CPU cycles