It is simply impossible not to notice how quickly the total volume of metrics collected grows. Not only the frequency with which automatic systems collect data and the throughput of data warehouses has increased, but also the set of metrics that we can use. This trend is most clearly expressed in IoT, but other industries can also boast of a huge set of data sources, public or available by a special subscription.

Increasing the amount of data creates new challenges for analysts and professionals working …