posted by organizer: romanwyrzykowski || 2366 views || tracked by 3 users: [display]

SPES 2022 : Special Session on Parallel EVD/SVD and its Application in Matrix Computations.

FacebookTwitterLinkedInGoogle

Link: https://ppam.edu.pl/workshops
 
When Sep 11, 2022 - Sep 14, 2022
Where Gdansk, Poland
Submission Deadline May 20, 2022
Notification Due Jun 25, 2022
Final Version Due Nov 2, 2022
Categories    parallel computing   HPC   machine learning   matrix computation
 

Call For Papers

*****************************************************************
****** Special Session on ******
****** Parallel EVD/SVD and its Application ******
****** in Matrix Computations ******
****** https://ppam.edu.pl/workshops ******
****** ******
****** in conjunction with: ******
****** 14TH INTERNATIONAL CONFERENCE ON ******
****** PARALLEL PROCESSING AND APPLIED MATHEMATICS ******
****** PPAM 2022 ******
****** September 11-14, 2022 ******
****** Gdansk, Poland ******
*************************************************************

The submission deadline is extended till May 20!!!

CALL FOR PAPERS
===============

EVD and SVD algorithms belong to fundamental methods in computational linear algebra with a strong impact on 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 in the proceedings of PPAM 2022 and will be published after the conference by Springer-Verlag 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@cosy.sbg.ac.at



Dates:
=========
Submission of Papers: May 20, 2022
Notification of Acceptance: June 25, 2022
Conference: September 11-14, 2022
Camera-Ready Papers: November 2, 2022

Related Resources

SPES 2024   Special Session on Parallel EVD/SVD and its Application in Matrix Computations
IEEE-Ei/Scopus-ITCC 2025   2025 5th International Conference on Information Technology and Cloud Computing (ITCC 2025)-EI Compendex
HPCMS - PDP 2025   PDP 2025 Special Session on High Performance Computing in Modelling and Simulation (HPCMS)
SPIE-Ei/Scopus-DMNLP 2025   2025 2nd International Conference on Data Mining and Natural Language Processing (DMNLP 2025)-EI Compendex&Scopus
ICA3PP 2024   International Conference on Algorithms and Architectures for Parallel Processing
IEEE-Ei/Scopus-CNIOT 2025   2025 IEEE 6th International Conference on Computing, Networks and Internet of Things (CNIOT 2025) -EI Compendex
SS-ADL4BA-ICONIP 2024   Special Session on Advances in Deep Learning for Biometrics and Its Applications
AMLDS 2025   IEEE--2025 International Conference on Advanced Machine Learning and Data Science
Matrix Conf 2024   The Matrix Conference
IEEE CACML 2025   2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML 2025)