Deploying GenAI workloads on a Cloud Native Stack
Neependra Khare (~neependra) |
0
Description:
Over the past decade, Cloud Native technologies have become the default choice for deploying and scaling various applications across Public, Private, and Hybrid Clouds. By leveraging a Cloud Native stack, we achieve cloud provider agnosticism, ensuring our application development is not confined to specific environments.
With the advent of Foundation Models and Generative AI, the barrier to building AI applications has been significantly lowered. As a result, the deployment of GenAI applications is poised to surge in the near future. This workshop aims to equip participants with the knowledge and skills to efficiently deploy, manage, and scale GenAI workloads using Cloud Native technologies.
During this interactive session, participants will explore a variety of Cloud Native tools and techniques. The workshop will be a balanced mix of theory and hands-on practice, with 70% dedicated to practical exercises. Attendees will engage in diverse hands-on activities designed to reinforce the concepts discussed.
By the end of this workshop, participants will:
- Understand the core principles of Cloud Native architecture
- Quick review of containerisation with Docker and Kubernetes
- Requirement of GenAI workload requirements
- Explore Kubernetes specific twaeks to run GenAI workload efficiently
- Learn best practices for deploying and managing GenAI workloads.
- Experience real-world scenarios through practical, hands-on exercises.
Join us to delve into the world of Cloud Native technologies and discover how to harness their power for GenAI deployments.
Prerequisites:
- Basic Understanding of Cloud Computing and containerisation
- Basic Python skills
Video URL:
https://www.loom.com/share/1ff19cc15d284ea1a5c09eb48a456747?sid=455d7973-6f5e-43b7-954a-ddc4387dc930
Content URLs:
- In the Kubernetes Book Club meetups, we have explore Cloud Native AI whitepaper, which kind of sets the context for this worshop https://cloudyuga.guru/blogs/cloud-native-and-artificial-intelligence/
But we'll doing more hands-on and explore different projects.
Speaker Info:
Neependra Khare is the Founder and Principal Consultant at CloudYuga, which provides trainings in the Cloud Native and GenAI. He is a published author and created many online course for the Linux Foundation like first version "Introduction to Kubernetes" on Edx. He is also one of lead organiser for Kubernetes Community Days Bengaluru.
Speaker Links:
- https://www.linkedin.com/in/neependra/
- https://x.com/neependra