To start the learning process simply send your metrics to Anomaly. Our algorithms will never stop learning from your data. As a result, it will become more accurate over time. At first it will notice simple patterns such as minimum and maximum. With time, it will start detecting much complex patterns such as trends, correlation, patterns and many more… Simply send your metrics Anomaly will learn from it.
To achieve this learning we use cutting edge techniques such as machine learning, supervised learning, neural networks, pattern recognition as well as our own mathematical model.
To learn the most of your metrics, we try every possibility. We transform each of your metric into million others by smoothing, aggregating… And try to learn from them. We even compute transformed metric again each other’s creating trillion or quadrillion possibilities.