Ensuring zero-downtime ML deployments is a challenge for SREs. Traditional observability falls short for ML at scale. This talk explores the ML-SRE gap, breaking down systems and introducing key techniques to enhance observability, monitor performance, and ensure seamless, reliable deployments.
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