Applying Machine Learning to IT Operations Management – Part 3: High-Fidelity Root Cause Analysis

Premise. Complexity and administrative cost have slowed the spread of big data applications. The main culprit is too many moving parts, largely owing to the open source origins of most of the components. Special-purpose application performance and operations intelligence (AP&OI) applications designed to manage big data applications can go a long way toward solving this […]

Applying Machine Learning to IT Operations Management – Part 2: End-to-End Visibility

Premise. The challenge of optimally running applications and infrastructure has grown geometrically as each new application generation adds more moving parts. Managing applications that span generations and platforms requires a broad approach to application performance and operations intelligence (AP&OI). “Breadth-first” management applications foster collaboration among administrators of specialized technology domains. That collaboration process can make […]