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Weekly Report -- 13/04/2012




Wrote an additive Holt Winters forecaster for use with the decomposed time series data. This one attempts to set the initial seasonal components correctly rather than just ignoring the seasonal behaviour in the training data. It's still not great with my test data but might still have uses with non-decomposed time series.

Started writing a proof-of-concept program to analyse CAPWAP traffic and track the amount of traffic observed on a wireless network as the AP, SSID and individual user levels. This is part of a possible project for ITS to allow them to keep historical statistics of the AP usage around campus.