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Algorithmic Re-Engineering for Modern Non-Conventional Processing Units

September 30, 2009 to October 2, 2009

Location : CECAM-USI, Lugano, Switzerland

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Algorithms re-engineering as a fundamental step towards exploitable hybrid computing for engineering simulations.

Francesco Iorio
Autodesk Research

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[PDF File - 3.29 MB]

Abstract

Despite economic uncertainties, engineering projects are constantly breaking barriers of scale, and in the quest for efficiency, sustainability and cost-effectiveness simulation is a fundamental element.
Hybrid processing appears to be a strong candidate paradigm for reducing simulation time while improving the overall computing efficiency by employing dedicated accelerators to tackle specific problems.
In several circumstances algorithms need re-thinking to exploit these new hybrid architectures: some methods that have traditionally been applied might not be applicable anymore, whereas other methods considered too expensive or impractical could be reconsidered, as hybrid systems can provide performance and efficiency benefits even in situations that are not apparent.
The talk contains algorithms re-engineering considerations from the software perspective in light of the recent specialized hardware trends.


CECAM - Centre Européen de Calcul Atomique et Moléculaire
Station 13, Bat. PPH, 1015 Lausanne, Switzerland