Leakage-aware predictive thermal management for multicore systems using echo state network

H Wang, X Guo, SXD Tan, C Zhang… - … on Computer-Aided …, 2019 - ieeexplore.ieee.org
Leakage power is becoming significant in new generation IC chips. As leakage power is
nonlinearly related to temperature, it is challenging to manage the thermal behavior of …

Self-aware thermal management for high-performance computing processors

A Bartolini, R Diversi, D Cesarini… - IEEE Design & …, 2017 - ieeexplore.ieee.org
Editor's note: Thermal management in high-performance multicore platforms has become
exceedingly complex due to variable workloads, thermal heterogeneity, and long, thermal …

Multiscale thermal management of computing systems-the MULTITHERMAN approach

A Bartolini, C Conficoni, R Diversi, A Tilli, L Benini - IFAC-PapersOnLine, 2017 - Elsevier
This work presents the research findings of the Multithermal ERC-Advanced project, in terms
of multi-scale thermal control of complex large scale computing platforms such as High …

Thermal model identification of computing nodes in high-performance computing systems

R Diversi, A Bartolini, L Benini - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
Thermal-aware design and online optimization of the cooling effort are becoming
increasingly important in current and future high-performance computing (HPC) systems. A …

Robust identification of thermal models for in-production high-performance-computing clusters with machine learning-based data selection

F Pittino, R Diversi, L Benini… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Power and thermal management are critical components of high-performance-computing
(HPC) systems, due to their high-power density and large total power consumption. The …