The first talk will provide a broad overview of the field of telemetry-based analytics, including topics like monitoring frameworks, details about the nature of large-scale computing systems, and telemetry-based analytics frameworks. We will first describe some existing rule-based or heuristic analytics methods, and special emphasis will be given to opportunities for ML-based automated techniques.