Conf42: Site Reliability Engineering (SRE) 2025

Zero Downtime ML Deployments: SRE Techniques for Seamless Reliability

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.