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Yet Another NLA Library: T-LAPACK

  • Weslley da Silva Pereira

Research output: NLR › Presentation

Abstract

In recent years, Randomized numerical linear algebra (RandNLA) proved to be more than a theoretical novelty: projects like RandLAPACK demonstrate its practical value across architectures, and projects like RandBLAS build trust in randomization as a tool for high-performance NLA. This BoF considers two main questions. First, what are the pressing issues in software standards and implementation that need to be resolved for RandNLA to become a core component of HPC? Second, how can we mobilize a community effort to make progress on these issues? The BoF will engage the audience to discuss the idea of growing the role of RandNLA in high-performance computing and what it would take to scale from niche prototypes to robust, production-quality software libraries.
Original languageAmerican English
Number of pages6
DOIs
StatePublished - 2025

Publication series

NamePresented at the International SuperComputing 2025 (SC25) Conference, 16-21 November 2025, St Louis, Missouri

NLR Publication Number

  • NLR/PR-2C00-98140

Keywords

  • numerical linear algebra
  • randomized numerical linear algebra
  • software
  • T-LAPACK

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