DevConf.CZ 2025

Bootable Containers in Action: Hands on with Deploying AI Workloads
2025-06-13 , E105 (capacity 70)

There’s an exciting potential for bootable containers, which allow you to build and manage a full operating system just like a container image, and recently, Red Hat announced it’s intention to donate the tool to the Cloud Native Computing Foundation (CNCF). However, for AI/ML workloads which require a complicated stack of dependencies, this technology helps curate the delivery of a full stack for training and inferencing, for example with Red Hat Enterprise Linux AI. Join us as we put together an operating system for running an AI-enabled application with CentOS Stream, using an InstructLab fine-tuned model from our local developer workstation. With bootable containers, our deployment workflow is simplified, with flexibility for dynamic requirements and environments in building the next generation of Linux workloads.


What level of experience should the audience have to best understand your session?

Intermediate - attendees should be familiar with the subject

Cedric Clyburn (@cedricclyburn), Senior Developer Advocate at Red Hat, is an enthusiastic software technologist with a background in Kubernetes, DevOps, and container tools. He has experience speaking and organizing conferences including DevNexus, WeAreDevelopers, The Linux Foundation, KCD NYC, and more. Cedric loves all things open-source, and works to make developer's lives easier! Based out of New York.

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Carol Chen is a Community Architect at Red Hat, supporting and promoting various upstream communities over the last 9 years such as InstructLab, Ansible and ManageIQ. She has also been actively involved in open source communities while working for Jolla and Nokia previously. In addition, she has experiences in software development/integration in her 12 years in the mobile industry. Carol has spoken at events around the world, including AI_Dev in France and OpenInfra Summit in China. On a personal note, Carol plays the Timpani in an orchestra in Tampere, Finland, where she now calls home.

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