MLOps Meetup #23 // Monitoring the ML Stack // Lina Weichbrodt

Agentic Conversations (formally mlops.community) · Jul 11, 2020 · 55m

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How To Monitor Machine Learning Stacks - Why Current Monitoring is Unable to Detect Serious Issues and What to Do About It with Lina Weichbrodt.

Monitoring usually focuses on the “four golden signals”: latency, errors, traffic, and saturation. Machine learning services can suffer from special types of problems that are hard to detect with these signals. The talk will introduce these problems with practical…