2018 Gartner Market Guide for AIOps Platforms

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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:

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"AIOps can enhance a wide spectrum of IT operations including anomaly detection, performance analysis, event
correlation and analysis, ITSM, and automation."

- Gartner






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