[hpc-announce] Special Session on Parallel EVD/SVD and its Application in Matrix Computations, jointly with PPAM 2022
Roman Wyrzykowski
roman at icis.pcz.pl
Mon Apr 18 06:33:22 CDT 2022
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**** CALL FOR PAPERS ****
**** ****
**** Special Session on Parallel EVD/SVD ****
**** and its Application in Matrix Computations ****
**** ****
**** jointly with ****
**** 14th INTERNATIONAL CONFERENCE on ****
**** PARALLEL PROCESSING AND APPLIED MATHEMATICS ****
**** ****
**** GDANSK, POLAND - SEPTEMBER 11-14, 2022 ****
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https://ppam.edu.pl/workshops
BACKGROUND:
==================
EVD and SVD algorithms belong to fundamental methods in computational linear
algebra with strong impact to solving practical problems. They are most
frequented in various HPC applications. This Special Session focuses
particularly on efficient algorithms for EVD/SVD from the perspective of its
design, convergence and accuracy. Reports on the implementation experience and
results for parallel computing platforms are welcome.
The following (and related) items are of interest:
- efficient direct methods for EVD/SVD/NMF decompositions of large
matrices
- Jacobi based methods for EVD/SVD, their design and analysis
- application of sequential/parallel EVD/SVD for solving problems arising
in scientific and technical applications
- implementation of EVD/SVD algorithms on parallel CPU/GPU systems.
High quality original papers are invited into the Special Session. Papers will
be refereed and accepted on the basis of their scientific merit and relevance
to the Special Session topics. Accepted and presented papers will be included
into the proceedings of PPAM 2022 and will be published after the conference by
Springer in the LNCS series. Papers have not to exceed 12 pages (LNCS style).
Authors should submit papers (as PDF files) through the PPAM 2022 site (track:
Special Session on Parallel EVD/SVD and its Application in Matrix
Computations).
In case of any problems please contact the Special Session organizer.
SESSION ORGANIZER:
====================
Marian Vajtersic
University of Salzburg, Austria
and
Slovak Academy of Sciences, Slovakia
marian at cosy.sbg.ac.at
DATES:
===================
Submission of Papers: May 6, 2022
Notification of Acceptance: June 17, 2022
Conference: September 11-14, 2022
Camera-Ready Papers: November 2, 2022
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