I am looking at this paper “Real-Time Anomaly Detection for Streaming Analytics” (https://arxiv.org/pdf/1607.02480.pdf).
The paper makes it sound like this should be a fast process. I am currently putting ~ 10-20 thousand signals (KPIs) through an anomaly detector per five minutes (looking back only to the top of the current hour and compares that to a model file built offline that looks back one year.)
Does anyone have any experience with something like this and HTM? Know of any large scale projects using HTM for near realtime anomaly detection?
Thank for any help!