Robust identification of thermal models for in-production High-Performance-Computing clusters with machine learning-based data selection

no code implementations • 3 Oct 2018 • Federico Pittino, Roberto Diversi, Luca Benini, Andrea Bartolini

However, we also show that: 1) not all real workloads allow for the identification of a good model; 2) starting from the theory of system identification it is very difficult to evaluate if a trace of data leads to a good estimated model.

Management Quantization