Splunk AppDynamics uses the machine learning capabilities to automatically detect any performance issues in your applications and infrastructure. It helps you to quickly identify the root cause of the issues and troubleshoot it. The following capabilities are available:

CategoryFeatureDescription
Issue DetectionDynamic BaselineUses algorithmic capabilities to identify deviations in metrics by considering historical behavior such as time-of-day variations and other seasonal patterns.
Anomaly DetectionAutomatically determines whether every Business Transaction in your application is performing normally and alerts you when they behave abnormally.
Root Cause Analysis and Troubleshooting

Automated Root Cause Analysis

Identifies the suspected cause of the Business Transaction anomalies by using the graph traversal algorithm.

Automated Transaction Diagnostics

Automatically captures anomalous transactions and identifies suspected causes by analyzing slow methods, slow databases, and remote service calls.