DevOps Articles

Curated articles, resources, tips and trends from the DevOps World.

Making the AI Journey from Public Cloud to On-prem

5 years ago towardsdatascience.com

Summary: This is a summary of an article originally published by the source. Read the full original article here →

Joint post with Farhan Abrol. A core piece of technology we build is a predictive performance planner for our customers.

As a development team, our aim is to develop a highly accurate model that we can then deploy to production.

In this post, we’ll review some of the challenges we faced — from dataset scale to the software stack to infrastructure.

Ultimately, we realized that the data we were modeling was much larger and more complex than the data used in the paper.