Gartner Research

Understanding the Application of AIOps Disciplines Within IT Operations

Published: 26 April 2019

ID: G00377716

Analyst(s): Gregory Murray

Summary

AIOps promises to turn operational data into proactive and automated systems. But, in practice, such systems can be surprisingly complex. I&O technical professionals must understand the constraints of a data-driven system, identify viable applications and determine which ones to build versus buy.

Table Of Contents

Comparison

Analysis

  • The Cost of Failure
  • Accuracy and Precision
    • Illustrating the Roles of Accuracy and Precision
    • Accuracy and Precision Within IT Operations Analytics
  • The Conundrum of Data
  • Anomaly Detection
    • Event Classification
    • Event Correlation
  • Predictive Analysis
  • Optimization Analysis
  • Root Cause Analysis
  • Intelligent Automation

Guidance

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