Applying Machine Learning to IT Operations Management – Part 4: Diagnostics, Remediation, and Optimization

Customers can choose breadth-first or depth-first application performance and operations intelligence (AP&OI) applications. Breadth-first offers the the ability to diagnose and describe problems across the end-to-end landscape, including across cloud platforms, at the expense of more false positive alerts. Depth-first, focused on big data applications, for example, offers a narrower scope but with high fidelity root cause analysis and the associated ability to precisely remediate problems or optimize the application’s performance.