Using Abduction in Markov Logic Networks for Root Cause Analysis

Understand

IT infrastructure is a crucial part in most of today's business operations.

• High availability and reliability, and short response times to outages are essential.
• Thus a high amount of tool support and automation in risk management is desirable to decrease outages.
• We propose a new approach for calculating the root cause for an observed failure in an IT infrastructure.