Export to
This item was imported from http://www.meetup.com/Portland-Data-S...
Friday, November 20, 2015 at 1:42pm.
Friday, November 20, 2015 at 1:42pm.
CUSUM Anomaly Detection (CAD) -- A novel anomaly detection algorithm
Website
Description
Co-hosted with the Portland Data User Meetup Group.
Brief description of the topic:
CAD is an anomaly detection method developed for time series of network traffic flow measurements. CAD searches for anomalous subsequences of internet performance variable (download throughput, packet retransmit rate, round trip time) time series that are indicators of internet performance degradation.
CAD was developed and implemented during a 3 month long Outreachy Internship at M-Lab. CAD is written in R.
The aim of this talk is to explain the main ideas behind CAD and to illustrate how it works via some real life examples.
Talk given by Kinga Farkas.