CONNECTING THE DOTS.
HOW MACHINE LEARNING FINDS INSIGHTS ACROSS SILOS.
IT still operates in silos. Machine learning allows you to see the whole view and it even enables effective causal analysis. Discover:
- Correlation is not Causation!
The fact that some events happen at the same time isn't enough to understand causality. For this we need to establish cause and effect relationship.
- Use Changes as a Correlation Anchor
Most incidents start with a change, so changes are a natural source for correlation. Leverage this as an anchor for easier and more accurate correlation.
- Causal Analysis Helps Identify Root Cause
Discover how to leverage causal analysis to understand exactly why there is a problem in your system. Belief network and Bayesian network reasoning can pinpoint to root cause.