Name: Dashboards & Dragons: Crafting SLOs To Tame the AI Platform Chaos - Alexa Griffith & Ankita Chaudhari, Bloomberg
Start: 2025-04-02T11:15:00+0100
End: 2025-04-02T11:45:00+0100

In-person
1-4 April 2025
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Wednesday April 2, 2025 11:15 - 11:45 BST

Level 1 | Hall Entrance S10 | Room B

Scaling a Kubernetes platform is no fairy tale—it’s a quest with unexpected twists, chaos, and the occasional missing treasure map. In this talk, we’ll recount our journey taming the complexity of multi-cluster platforms with SLIs, SLOs, and observability dashboards.
From defining meaningful metrics to designing actionable SLO dashboards, we’ll share insights, lessons learned, and practical tips for maintaining platform reliability — regardless of if you’re deploying in the cloud, on-prem or in a hybrid environment. Through real-life lessons and battle-tested strategies, we’ll dive into the role of SLIs and SLOs in helping ensure platform robustness, discuss how to design platform observability, and highlight best practices for maintaining reliability at scale. You’ll leave equipped with the knowledge to design observability practices that ensure your AI workloads run smoothly, even at scale. Join us as we demystify SLI/SLO strategies with practical examples from our AI platform.

Speakers

Ankita Chaudhari

Senior Technical Product Manager, Bloomberg

Ankita is a Senior Technical Product Manager for the AI Platforms team in the Office of the CTO at Bloomberg. She focuses on the product strategy and development of cutting-edge solutions that power GenAI workloads at scale. She drives initiatives that involve optimizing performance... Read More →

Alexa Nicole Griffith

Senior Software Engineer, Bloomberg LP

Alexa Griffith is a Senior Software Engineer on Bloomberg’s Cloud Native Compute Services organization. She works on building an inference platform for ML workflows and the open source project KServe. She enjoys solving engineering challenges at scale and writing code in Go. She... Read More →

Wednesday April 2, 2025 11:15 - 11:45 BST
Level 1 | Hall Entrance S10 | Room B

Platform Engineering

Content Experience Level Any

KubeCon + CloudNativeCon Europe 2025

Ankita Chaudhari

Alexa Nicole Griffith

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