Talk
in
Tutorial: ML-based Computer System Telemetry Analytics

"Overview: Telemetry Data-based Analytics on Large-scale Computing Systems "

Burak Aksar


Abstract:

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.

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