KubeCon + CloudNativeCon North America 2024: Full Schedule

In-person
November 12-15
Learn More and Register to Attend

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon North America 2024 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

Please note: This schedule is automatically displayed in Mountain Standard Time (UTC -7). To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date." The schedule is subject to change and session seating is available on a first-come, first-served basis.

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11:55am MST

Introduction to Distributed ML Workloads with Ray on Kubernetes - Mofi Rahman & Abdel Sghiouar, Google

Friday November 15, 2024 11:55am - 12:30pm MST

Salt Palace | Level 2 | 255 EF

The rapidly evolving landscape of Machine Learning and Large Language Models demands efficient scalable ways to run distributed workloads to train, fine-tune and serve models. Ray is an Open Source framework that simplifies distributed machine learning, and Kubernetes streamlines deployment. In this introductory talk, we'll uncover how to combine Ray and Kubernetes for your ML projects. You will learn about: - Basic Ray concepts (actors, tasks) and their relevance to ML - Setting up a simple Ray cluster within Kubernetes - Running your first distributed ML training job

Speakers

Abdel Sghiouar

Developer Relations Engineer, Google

Abdel Sghiouar is a senior Cloud Developer Advocate @Google Cloud. A co-host of the Kubernetes Podcast by Google and a CNCF Ambassador. His focused areas are GKE/Kubernetes, Service Mesh and Serverless.

Mofi Rahman

Developer Relations Engineer, Google

Mofizur Rahman (@moficodes) is a Developer Advocate at Google. His favorite programming language these days is Go. He is a strong believer of the power of open source and importance of giving back to the community. He is a self proclaimed sticker collecting addict and has collected... Read More →

Friday November 15, 2024 11:55am - 12:30pm MST
Salt Palace | Level 2 | 255 EF

Cloud Native Novice

Content Experience Level Beginner

4:00pm MST

Platform Engineering for Software Developers and Architects - Daniel Bryant, Syntasso

Friday November 15, 2024 4:00pm - 4:35pm MST

Salt Palace | Level 2 | 251

Building on my KubeCon EU 2022 talk, "From Kubernetes to PaaS to... err, what's next", I'll introduce the topic of platform engineering through the lens of a software developer and architect. My primary goal is for developers to understand "what good looks like" with a successful platform build and help them understand how a platform can influence the SDLC (for better or worse!) Key takeaways from the session: - Explore how platform architecture influences software architecture and vice versa - Learn why the principles of coupling and cohesion apply to platform components (and configuration) in the same way as they do with software components - Understand what to expect from an effective platform, including how applications are built, shipped, and run - Learn about key platform metrics grounded in developer experience frameworks such as DORA, SPACE, and DevEx

Speakers

Daniel Bryant

Platform Engineer & Head of Product Marketing, Syntasso

Daniel Bryant is the head of product marketing at Syntasso. His technical expertise focuses on ‘DevOps’ tooling, cloud/container platforms, and microservice implementations. Daniel is a long-time coder, platform engineer, and Java Champion. He also writes for InfoQ, O’Reilly... Read More →

Friday November 15, 2024 4:00pm - 4:35pm MST
Salt Palace | Level 2 | 251

Cloud Native Novice

Content Experience Level Beginner