Lanczos SVD Lanczos SVD
Download RO-CrateName: Lanczos SVD
Contact Person: support-compss@bsc.es
Access Level: public
License Agreement: Apache2
Platform: COMPSs
Machine: MareNostrum4
Lanczos SVD for computing singular values needed to reach an epsilon of 1e-3 on a matrix of (150000, 150).
The input matrix is generated synthetically.
This application used dislib-0.9.0
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Version History
Lanczos SVD (earliest) Created 19th Dec 2023 at 15:45 by Fernando Vázquez-Novoa
Executed with COMPSs/3.3 and Dislib/0.9.0. Used a synthetic dataset
Frozen
Lanczos-SVD1667f01
Creators and SubmitterCreator
Additional credit
Workflows and Distributed Computing
Submitter
Views: 932 Downloads: 388
Created: 19th Dec 2023 at 15:45
AttributionsNone
Related items
https://orcid.org/0000-0001-5634-509X
eFlows4HPC project aims at providing workflow software stack and an additional set of services to enable the integration of HPC simulations and modelling with big data analytics and machine learning in scientific and industrial applications. The project is also developing the HPC Workflows as a Service (HPCWaaS) methodology that aims at providing tools to simplify the development, deployment, execution and reuse of workflows. The project demonstrates its advances through three application Pillars ...
Teams: Cluster Emergent del Cervell Humà, Workflows and Distributed Computing, Pillar I: Manufacturing, Pillar II: Climate, Pillar III: Urgent computing for natural hazards, eFlows4HPC general, COMPSs Tutorials
Web page: https://eflows4hpc.eu
Distributed computing aims to offer tools and mechanisms that enable the sharing, selection, and aggregation of a wide variety of geographically distributed computational resources in a transparent way. The research done in this team is based on the past expertise of the group, and on extending it towards the aspects of distributed computing that can benefit from this expertise. The team at BSC has a strong focus on programming models and resource management and scheduling in distributed computing ...
This team is to publish workflows executed from WPs that are not the three main pillars of the project.
Space: eFlows4HPC
Public web page: https://eflows4hpc.eu/
