Metrics selection for load monitoring of service-oriented system
Francesco Lomio, Sampsa Jurvansuu, Davide Taibi · 2021
Background. Complex software systems produce a large amount of data depicting their internal state and activities. The data can be monitored to make estimations and predictions of the status of the system, helping taking preventative actions in case of impending malfunctions and failures. However, a complex system may reveal thousands of internal metrics, which makes it a non-trivial task to decide which metrics are the most important to monitor.