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May 21-22, 2026
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The Sched app allows you to build your schedule, but is not a substitute for your event registration. You must be registered for Observability Summit North America 2026.

Please note: This schedule is automatically displayed in Central Daylight Time (UTC -5). To see the schedule in your preferred timezone, select from the drop-down menu located at the bottom of the menu to the right.

The schedule is subject to change.
Friday May 22, 2026 12:15pm - 12:25pm CDT
As large language models scale across hundreds of GPUs and multi-node AI systems, they’ve become a major operational challenge for infrastructure engineers. Traditional observability tools stop at the node level, leaving GPU health and utilization invisible until workloads fail or budgets spike. Imagine a 25 day training job failing on day 23 because one GPU silently throttled!

In this session, we’ll explore GPU-Scanner, an open-source observability extension for Kubernetes GPU clusters. Built to integrate with Prometheus & OpenTelemetry, GPU-Scanner adds both active and passive GPU health checks, capturing throughput, TFLOPs, memory diagnostics, thermal consistency, and long-run stability metrics.

We’ll demo real-world failure modes like catching a GPU “off the bus” or detecting thermal throttling and show how alerts flow into your existing observability stack. Leave with a practical playbook to proactively validate GPU clusters and maximize reliability and utilization.
Speakers
avatar for Ritika Gupta

Ritika Gupta

Senior SWE - AI Incubations, Oracle
With a knack for transforming chaos into seamless solutions Ritika Gupta creates technologies to bind Kubernetes, Containers and Cloud ecosystem leveraging cloud native tooling. She actively contributes to Kubernetes as an sig-windows member. Her expertise spans container orchestration... Read More →
Friday May 22, 2026 12:15pm - 12:25pm CDT
Level One | Ballroom B

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