To start the learning process, simply send your metrics to Anomaly. Our algorithms will start learning from your data and never stop, becoming ever more accurate over time. At first the system will notice simple patterns, such as minimums and maximums. Over time, it will start detecting much more complex patterns, such as trends, correlation, and much more.
This learning process uses cutting edge techniques such as machine learning, supervised learning, neural networks, and pattern recognition, as well as our own mathematical models.
We try every possibility to learn the most we can about your metrics. We transform each metric into many others through smoothing, aggregating, and other techniques, and try to learn from them. We even compare transformed metrics against each other, creating trillions or even quadrillions of possibilities.