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Davis AI Anomaly Detection with OpenTelemetry Data

Dynatrace via YouTube

Overview

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Learn how to leverage Davis® AI Anomaly Detection capabilities on OpenTelemetry data in this 33-minute technical webinar featuring David Bruendl, Senior Product Manager at Dynatrace. Discover how to integrate pre-built OTel Collector dashboards into Dynatrace and explore comprehensive anomaly detection techniques including threshold configuration, auto-adaptive detection methods, and seasonal baseline analysis. Master the process of simulating anomalies for testing purposes, understand different analyzer types through detailed documentation review, and explore forecasting capabilities for predictive monitoring. Gain hands-on experience creating custom anomaly detectors with advanced configuration options, building specialized anomaly detection dashboards, and implementing effective monitoring strategies for OpenTelemetry environments. Access practical demonstrations of memory monitoring scenarios, threshold value suggestions, and dashboard integration techniques that enhance observability workflows in production environments.

Syllabus

00:00 Opening credits
00:16 Introduction and guest intro
01:29 Overview of OTel data being sent to Dynatrace
02:26 Davis® AI Anomaly Detector overview
04:11 Adding pre-built OTel Collector dashboards to Dynatrace
05:12 Open the Total Physical Memory chart in Notebooks
07:10 Simulating an Anomaly
08:55 Suggest threshold values
11:28 Auto-adaptive anomaly detection
14:43 Seasonal baseline
15:02 Open up documentation on the different analyzers
18:42 Forecast
20:28 Create anomaly detector
23:47 Advanced anomaly detection configuration options
27:47 Anomaly detection dashboard
31:29 Open with Dashboards
32:11 Wrap-up
32:53 Closing credits

Taught by

Dynatrace

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