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Powersched(Hawk): Difference between revisions

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Powersched proposes a reliable, efficient, and transparent mechanism to keep a HPC system under a power cap. The tool aims to increase the energy efficiency of available resources by enabling power capping based on an application-specific, energy-optimized runtime environment. The power capping is governed by the GSS-optimization of a given metric (a variant of the Energy-Delay-Product) and will adapt to different application phases. Depending on the job characteristic we aim for an improvement in energy efficiency of order 20% with a moderate performance impact (or gain) of order 5%.  
Powersched proposes a reliable, efficient, and transparent mechanism to keep a HPC system under a power cap. The tool aims to increase the energy efficiency of available resources by enabling power capping based on an application-specific, energy-optimized runtime environment. The power capping is governed by the GSS-optimization of a given metric (a variant of the Energy-Delay-Product) and will adapt to different application phases. Depending on the job characteristic we aim for an improvement in energy efficiency of order 20% with a moderate performance impact (or gain) of order 5%.  


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A summary is included below.
===== Golden Section Search (GSS) =====
 
===== Golden Section Search (GSS) ======
[[File:GSS.png|689px]]
[[File:GSS.png|689px]]
Dynamic power capping for changing application phases.
Dynamic power capping for changing application phases.


==== Overview and Architecture ====
==== Overview and Architecture ====
[[Media:HLRS_Workshop_Powersched_GSS.pdf]]
[[Media:HLRS_Workshop_Powersched_GSS.pdf]]

Revision as of 15:59, 9 January 2024

Power Management (Powersched)

Powersched

Powersched proposes a reliable, efficient, and transparent mechanism to keep a HPC system under a power cap. The tool aims to increase the energy efficiency of available resources by enabling power capping based on an application-specific, energy-optimized runtime environment. The power capping is governed by the GSS-optimization of a given metric (a variant of the Energy-Delay-Product) and will adapt to different application phases. Depending on the job characteristic we aim for an improvement in energy efficiency of order 20% with a moderate performance impact (or gain) of order 5%.

A summary is included below.

Golden Section Search (GSS) =

GSS.png

Dynamic power capping for changing application phases.

Overview and Architecture

Media:HLRS_Workshop_Powersched_GSS.pdf