Name: How To Supercharge AI/ML Observability With OpenTelemetry and Fluent Bit - Celalettin Calis, Chronosphere
Start: 2025-04-04T15:15:00+0100
End: 2025-04-04T15:45:00+0100

In-person
1-4 April 2025
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Friday April 4, 2025 15:15 - 15:45 BST

Level 0 | ICC Capital Hall | Room 2

Keeping AI/ML models performant and reliable in production is no small task—especially when running on Kubernetes. Effective monitoring and observability are key to ensuring these systems deliver results at scale.

This session explores how to build an advanced open source observability stack tailored for AI/ML workloads using Fluent Bit and OpenTelemetry. We’ll cover:

- Logging and debugging popular models like GPT, BERT, and custom LLMs.
- Tracking prompts and their results to gain actionable insights.
- Monitoring agent performance in production environments.

Complementing OpenTelemetry’s robust tracing and error stack trace capabilities with Fluent Bit’s resource-efficient log processing, live tail, and metrics scraping creates a comprehensive observability solution tailored for AI/ML workloads. If you’re an AI/ML practitioner working with Kubernetes, this talk will equip you with the strategies and tools you need to enhance your system’s reliability and performance.

Speakers

Celalettin Calis

Member of Technical Staff, Chronosphere

Celalettin Calis is a Member of Technical Staff at Chronosphere. His career includes significant roles at Calyptia and SAP, where he focused on Kubernetes platform engineering, developing CI/CD pipelines, and managing containerized environments. As a cloud-native expert, he has extensive... Read More →

Friday April 4, 2025 15:15 - 15:45 BST
Level 0 | ICC Capital Hall | Room 2

AI + ML

Content Experience Level Intermediate

KubeCon + CloudNativeCon Europe 2025

Celalettin Calis

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