posted by organizer: romanwyrzykowski || 2109 views || tracked by 3 users: [display]

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


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 ******
****** ******
****** ******
****** in conjunction with: ******
****** PPAM 2022 ******
****** September 11-14, 2022 ******
****** Gdansk, Poland ******

The submission deadline is extended till May 20!!!


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
Slovak Academy of Sciences, Slovakia

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
ECAI 2024   27th European Conference on Artificial Intelligence
ICA3PP 2024   International Conference on Algorithms and Architectures for Parallel Processing
AIM@EPIA 2024   Artificial Intelligence in Medicine
Euro-Par 2024   30th International European Conference on Parallel and Distributed Computing
ICMLA 2024   23rd International Conference on Machine Learning and Applications
PCDS 2024   The 1st International Symposium on Parallel Computing and Distributed Systems
ICDM 2024   IEEE International Conference on Data Mining
ISPDC 2024   23rd International Symposium on Parallel and Distributed Computing
CODASPY 2024   The 14th ACM Conference on Data and Application Security and Privacy