June 2025
Intermediate to advanced
338 pages
9h 17m
English
Content preview from Kubernetes for Generative AI Solutions
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High Availability and Disaster Recovery for GenAI Applications
In this chapter, we explore the concepts of high availability (HA) and disaster recovery (DR) tailored for GenAI applications deployed on Kubernetes (K8s) clusters. Given the dynamic and resource-intensive nature of GenAI applications, achieving seamless scalability and robust resiliency is essential for high-quality production deployments. We will discuss various architectural patterns and configurations that empower GenAI workloads to automatically scale based on usage demand while ensuring continuous service, even in the event of a disaster such as a regional outage.
In this chapter, we’re going to cover the following main topics:
- Designing for HA and DR
- Resiliency in K8s ...
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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.