Description:

In this dynamic talk, we will explore the transformative potential of Cluster API, a remarkable Kubernetes project that bridges the gap between machine learning operations (MLOps) and software development operations (DevOps). In today's fast-paced tech landscape, We've seen firsthand how the convergence of MLOps and DevOps can be a game-changer for efficient deployments. But let's face it, merging these domains can be challenging given their distinct requirements and toolsets. Fear not! That's where Cluster API comes to the rescue, offering a groundbreaking solution. Imagine being able to manage Kubernetes clusters declaratively across any cloud provider! That's the power of Cluster API – freeing you from the clutches of vendor lock-in and enabling effortless deployment and scaling of your machine learning models across multiple clouds. Adopting a cloud-agnostic strategy will streamline the entire machine learning model lifecycle - from version control to seamless deployment. In our engaging session, we'll dive into real-world examples and success stories, illustrating how leading organizations have harnessed the full potential of Cluster API to drive innovation, scalability, and collaboration.

Prerequisites:

Basics of Kubernetes and DevOps practices.

Content URLs:

Presentation link: TBD Demo repository: TBD

Speaker Info:

Aniruddha Basak is a Cloud Native software engineer from India, passionate about Kubernetes and the cloud-native ecosystem. A proud LFX mentorship graduate and maintainer of two Cluster API providers, I shape scalable solutions with a focus on innovation. My journey reflects my dedication to advancing cloud-native technology, crafting robust architectures, and driving impactful deployments.

Hi. Subhasmita here. I enjoy automating things. I'm currently a Site Reliability Engineer at Civo. As a motivated aspiring engineer, my interest grows as the use case I am designing in code is isolated from the end user. I had the opportunity to be an intern with Outreachy and the Linux Foundation's Kubernetes project, respectively. I am a Kubernetes release shadow who has long promoted open-source community growth and the environment. I love to travel, take pictures, sketch, and stargaze when I'm not working.

Speaker Links:

Aniruddha Basak - https://aniruddhab.home.blog/ https://github.com/aniruddha2000/

Subhasmita Swain - https://github.com/SubhasmitaSw https://subhasmitasw.github.io/