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Rapid Development of High-Performance Out-of-Core Solvers

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Applied Parallel Computing. State of the Art in Scientific Computing (PARA 2004)

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Abstract

In this paper, we discuss a more scalable OOC implementation of a dense linear system solver via LU factorization that presents numerical stability similar to that of the LU factorization with partial pivoting. Our implementation builds on the Formal Linear Algebra Methods Environment (FLAME), the Parallel Linear Algebra Package (PLAPACK), and the Parallel Out-of-Core Linear Algebra Package (POOCLAPACK) infrastructures. Experimental results on an Intel Itanium2 (R) platform demonstrate the high performance of this approach.

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© 2006 Springer-Verlag Berlin Heidelberg

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Joffrain, T., Quintana-Ortí, E.S., van de Geijn, R.A. (2006). Rapid Development of High-Performance Out-of-Core Solvers. In: Dongarra, J., Madsen, K., Waśniewski, J. (eds) Applied Parallel Computing. State of the Art in Scientific Computing. PARA 2004. Lecture Notes in Computer Science, vol 3732. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11558958_49

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  • DOI: https://doi.org/10.1007/11558958_49

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-29067-4

  • Online ISBN: 978-3-540-33498-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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