AIOPs platforms enhance IT operations through greater insight by combining big data, machine learning, and visualization
Key Takeaways:
- Rapid growth in data volumes generated by the IT infrastructure and applications
- The increasing variety of data types generated by machines and humans
- The increasing velocity at which data is generated as well as the increasing rate of change
- Within IT architectures due to the adoption of cloud-native or other ephemeral architectures
- Reduce the noise level
- Provide better causality, which helps identify the probable cause of incidents
- Capture anomalies that go beyond static thresholds to proactively detect abnormal conditions
- Initiate action to resolve a problem (either directly or via integration)
Source:
"AIOps can enhance a wide spectrum of IT operations including anomaly detection, performance analysis, event
correlation and analysis, ITSM, and automation."
- Gartner