SRE and ML - Why It Matters

SRE and ML - Why It Matters

Explore the intersection of Site Reliability Engineering (SRE) and Machine Learning (ML) in this 44-minute conference talk from SREcon22 EMEA. Delve into why ML matters for SREs, the challenges of ML reliability, and necessary adaptations for the SRE profession. Examine the current state of ML automation in production environments with a critical perspective. Learn about managing ML in production, the complexities of ML implementation, and the distinction between hype and reality in the field. Gain insights into ML Ops, model quality considerations, and the data-sensitive nature of ML. Conclude with future predictions and recommended further reading to stay ahead in the evolving landscape of SRE and ML integration.