SC12 Home > SC12 Schedule > SC12 Presentation - Matrices Over Runtime Systems at Exascale

SCHEDULE: NOV 10-16, 2012

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Matrices Over Runtime Systems at Exascale

SESSION: Research Poster Reception

EVENT TYPE: Posters and Electronic Posters

TIME: 5:15PM - 7:00PM

SESSION CHAIR: Torsten Hoefler

AUTHOR(S):Emmanuel Agullo, George Bosilca, Cédric Castagnède, Jack Dongarra, Hatem Ltaief, Stan Tomov

ROOM:East Entrance

ABSTRACT:
The goal of Matrices Over Runtime Systems at Exascale (MORSE) project is to design dense and sparse linear algebra methods that achieve the fastest possible time to an accurate solution on large-scale multicore systems with GPU accelerators, using all the processing power that future high end systems can make available. In this poster, we propose a framework for describing linear algebra algorithms at a high level of abstraction and delegating the actual execution to a runtime system in order to design software whose performance is portable accross architectures. We illustrate our methodology on three classes of problems: dense linear algebra, sparse direct methods and fast multipole methods. The resulting codes have been incorporated into Magma, Pastix and ScalFMM solvers, respectively.

Chair/Author Details:

Torsten Hoefler (Chair) - ETH Zurich

Emmanuel Agullo - INRIA

George Bosilca - University of Tennessee, Knoxville

Cédric Castagnède - INRIA

Jack Dongarra - University of Tennessee, Knoxville

Hatem Ltaief - King Abdullah University of Science & Technology

Stan Tomov - University of Tennessee, Knoxville

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Matrices Over Runtime Systems at Exascale

SESSION: Research Poster Reception

EVENT TYPE:

TIME: 5:15PM - 7:00PM

SESSION CHAIR: Torsten Hoefler

AUTHOR(S):Emmanuel Agullo, George Bosilca, Cédric Castagnède, Jack Dongarra, Hatem Ltaief, Stan Tomov

ROOM:East Entrance

ABSTRACT:
The goal of Matrices Over Runtime Systems at Exascale (MORSE) project is to design dense and sparse linear algebra methods that achieve the fastest possible time to an accurate solution on large-scale multicore systems with GPU accelerators, using all the processing power that future high end systems can make available. In this poster, we propose a framework for describing linear algebra algorithms at a high level of abstraction and delegating the actual execution to a runtime system in order to design software whose performance is portable accross architectures. We illustrate our methodology on three classes of problems: dense linear algebra, sparse direct methods and fast multipole methods. The resulting codes have been incorporated into Magma, Pastix and ScalFMM solvers, respectively.

Chair/Author Details:

Torsten Hoefler (Chair) - ETH Zurich

Emmanuel Agullo - INRIA

George Bosilca - University of Tennessee, Knoxville

Cédric Castagnède - INRIA

Jack Dongarra - University of Tennessee, Knoxville

Hatem Ltaief - King Abdullah University of Science & Technology

Stan Tomov - University of Tennessee, Knoxville

Add to iCal  Click here to download .ics calendar file

Add to Outlook  Click here to download .vcs calendar file

Add to Google Calendarss  Click here to add event to your Google Calendar