Randomized SVD

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Authors: Cristian Tatu
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Abstract

**Name:** TruncatedSVD (Randomized SVD) **Contact Person**: support-compss@bsc.es **Access Level**: public **License Agreement**: Apache2 **Platform**: COMPSs **Machine**: MareNostrum5 TruncatedSVD (Randomized SVD) for computing just 456 singular values out of a (4.5M x 850) size matrix. The input matrix represents a CFD transient simulation of air moving past a cylinder. This application used [dislib-0.9.0](https://github.com/bsc-wdc/dislib/tree/release-0.9)

Fields of Study & Subjects

Matrix Theory and Algorithms Parallel Computing and Optimization Techniques Distributed and Parallel Computing Systems

Publication details

Journal / source
WorkflowHub
Publication date
1 January 2026
Language
EN