Hands-on AIOps: Best Practices Guide to Implementing AIOps

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

N. Sabharwal, G. BhardwajHands-on AIOpshttps://doi.org/10.1007/978-1-4842-8267-0_8

8. AIOps Use Case: Anomaly Detection

Navin Sabharwal¹   and Gaurav Bhardwaj¹

(1)

New Delhi, India

 

After discussing deduplication and automated baselining in previous chapters, we will now move up the AIOps maturity ladder to discuss anomaly detection, which provides a big leap toward proactiveness. This chapter explains anomaly detection and how it is useful for IT operations.

Anomaly Detection Overview

Anomaly detection is the process of identifying data points that are unusual or unexpected. Regular events of the CPU, memory, swap memory, disk, etc., are normal to operations, ...