Cognitive Computing Recipes: Artificial Intelligence Solutions Using Microsoft Cognitive Services and TensorFlow

© Adnan Masood, Adnan Hashmi 2019

Adnan Masood and Adnan HashmiCognitive Computing Recipeshttps://doi.org/10.1007/978-1-4842-4106-6_7

7. AIOps: Predictive Analytics & Machine Learning in Operations

Adnan Masood¹  and Adnan Hashmi²

(1)

Stanford, CA, USA

(2)

Nashville, TN, USA

 

“By 2022, 40% of all large enterprises will combine big data and machine learning functionality to support and partially replace monitoring, service desk and automation processes and tasks, up from 5% today.”

—Gartner Report: Market Guide for AIOps Platforms

“Machine learning for IT operations. . . . Class of methods to analyze data—iteratively learn from the data—and find hidden insights without being explicitly told where to look, in real-time and at scale. . . . What’s created ...