Name: Declarative Device Virtualization: Orchestrating GPUs & Hardware in Cloud Native Environments - Samrat Priyadarshi, Google
Start: 2025-08-29T16:10:00+0200
End: 2025-08-29T16:35:00+0200

28-29, August 2025
Amsterdam, Netherlands
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Note: The schedule is subject to change.

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Friday August 29, 2025 16:10 - 16:35 CEST

G001-002

This session explores how declarative pipelines revolutionize GPU and hardware virtualization within Kubernetes. We'll address the challenges of managing specialized hardware resources in cloud-native applications and demonstrate how to orchestrate virtualized devices with ease. Attendees will learn to define device configurations using YAML, deploy virtualized GPUs, FPGAs, and other accelerators into Kubernetes clusters, and automate complex hardware interactions. We'll cover practical examples of using declarative pipelines for AI/ML workloads, edge computing, and high-performance computing (HPC). This talk empowers developers and operators to unlock the full potential of hardware resources, building scalable, resilient, and adaptable device virtualization solutions, specifically focusing on GPU management and optimization.

Speakers

Samrat Priyadarshi

Cloud Engineer, Google

Samrat is a Cloud Engineer at Google with 8 years of experience in Cloud Computing focussing mainly on Kubernetes and related landscapes. He has delivered multiple international and national conferences including Open Source Summit, Japan, 2024. He has a Youtube channel with more... Read More →

Friday August 29, 2025 16:10 - 16:35 CEST
G001-002

Breakout Sessions, Scalability and Cloud-Native AI

AI_dev: Open Source GenAI & ML Summit Europe 2025

Samrat Priyadarshi

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