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_7

7. AIOps Use Case: Automated Baselining

Navin Sabharwal¹   and Gaurav Bhardwaj¹

(1)

New Delhi, India

 

We are continuing to discuss specific use cases of AIOps, and in this chapter we explain and implement automated baselining, which is one of the most important and frequently used features in AIOps.

Automated Baselining Overview

In traditional monitoring tools, a baseline is static and rule-based and is set at predetermined levels. An example of a baseline could be CPU utilization, which is set at, say, 95 percent. An event gets triggered when the CPU utilization of a server goes ...