June 2025
Intermediate to advanced
338 pages
9h 17m
English
Content preview from Kubernetes for Generative AI Solutions
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7
Cost Optimization of GenAI Applications on Kubernetes
In this chapter, we will cover the key cost components for deploying GenAI applications in the cloud, covering compute, storage, and networking costs. We will then cover options to optimize these costs, such as right-sizing resources to prevent over-provisioning, thinking through efficient storage management, and networking best practices. This chapter will cover monitoring and optimization tools, such as Kubecost, to identify resource utilization patterns and cost-saving opportunities.
In this chapter, we’re going to cover the following main topics:
- Understanding the key cost components
- Cost optimization techniques
Understanding the key cost components
Key cost components while deploying ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.