Metric Forecasting with Dynatrace - Predictive IT Resiliency Automation

Explore metric forecasting capabilities in Dynatrace through this 32-minute Observability Clinic video. Discover how probabilistic forecasting on observability data enables predictive IT resiliency automation, moving beyond threshold-based alerting in dynamic IT systems. Learn about the mathematical and statistical models employed, utilizing forecasts in Notebooks, and leveraging forecasted data in Dynatrace Automation Workflows for tasks like auto-scaling infrastructure. Gain insights from Dynatrace Data Science team members Linda Gratz and Bernhard Kepplinger as they cover topics including reactive vs. predictive approaches, probabilistic forecasting concepts, the underlying algorithm, and a hands-on demonstration of forecasting features.

Syllabus

– Introduction
– What you're going to learn today
– Reactive vs. Predictive
– Probabilistic Forecasting
– The Algorithm
– Hands-On Demo of Forecasting