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Weekly Report - 04/08/13

05

Aug

2013

Started the week by doing some reading and going over the theory behind a forecasting technique called Adaptive Response Rate Single Exponential smoothing. I then spent the next few days implementing and testing a detector that uses the smoothing technique to obtain the next forecasted byte count. Still need to figure out how to tweak the parameters so as to obtain a detector that does not produce a delayed copy of the actual measurements.

Plan for next week is to do some reading on event detection in time series data, especially looking at techniques/methods that NetEvMon does not currently use.