[D] AI to monitor network
I have monitoring system watching for bandwidth, connections and connections rates from multiple firewalls, which is stream of counters with interval 5 min.
My current system create baseline from data for last 4 weeks and compare current value with baseline. It is ok but it either give me lots of false alerts or too slow to react without additional triggers. Is there anything better available today ? Some system I can feed data in that will learn patterns and identify outages in real time.
Open source, but that I can use without getting into machine learning theory too deep just to start using it 🙂