Jakub Stehlík 🇸🇰

DevOps Engineer @Labyrinth Labs

Bio

first came into contact with cloud engineering during my last years at university. Since then, I’ve worked on various Cloud/DevOps/Platform related projects. The days, I’m delving into the magic of Kubernetes and other cloud-native technologies at Labyrinth Labs.

Sessions

CONTAINERS

GPUbernetes: Playing with expensive stuff in Kubernetes on AWS

Room: Roca-IV | Time: 13:00

LLMs, AI agents, machine-learning models are all the rage now - everybody uses them.

Running them as Kubernetes apps in the cloud, however, is a bit tricky - at the very least, you need expensive specialized hardware (GPUs) and a mindset tweak to work around the special nature of these workloads.

Let’s delve into what you need to do, what tools are available, and what fun and frustrating challenges await you when you decide to run containerized GPU workloads in Kubernetes in the cloud today - might actually change tomorrow, who knows?

Jakub Stehlík 🇸🇰

DevOps Engineer @Labyrinth Labs