Gartner Research

Beginning AIOps: Data Science for IT Operations

Published: 13 November 2018

ID: G00365738

Analyst(s): Gregg Siegfried


Many people are enthusiastic about the promise of applying artificial intelligence to IT operations, but can technical professionals benefit from AI now? This report examines the state of AIOps and demonstrates how machine learning can detect anomalies in time series data.

Table Of Contents


  • What Is AIOps?
    • IT Operations
    • Machine Learning
    • Data Science
    • AIOps
    • Current Capabilities
    • Available Business Value
    • How Is AIOps Different?
    • Future Trends
    • Use Bundled Solutions
  • How Can I Get Started?
    • Working Through an Exercise


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