posted by organizer: romanwyrzykowski || 3001 views || tracked by 3 users: [display]

SGPU 2022 : Special Session on GPU Computing


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   parallel processing   machine learning

Call For Papers

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

The submission deadline is extended till May 20!!!

GPU programming now offers a full and mature ecosystem, with programming languages, numerical libraries, high level interfaces, annotation-based programming models, support in mathematical software, GPU scripting languages, and data parallel languages.
In addition, the evolution in the hardware has positioned graphics accelerators as a fundamental tool in deep learning with applications in autonomous driving, smart cities, healthcare, high performance computing, virtual reality, etc.
By sharing their experiences on GPU programming, we hope that the participants of the session will gain a better understanding about which tools are good for which problem type and gain insights on the trade-offs between performance, coding comfort, and specialization. This session invites submissions that deal with practical applications that have successfully employed GPU libraries or high level programming tools. The focus may lie both on the development of the libraries or utilization of existing tools.

The session topics include, but are not limited to:
- GPU applications encoded with high level programming tools
- GPU library development and application
- Comparison of different programming abstractions on the same/similar
- Comparison of the same/similar programming abstractions on different
- Performance and coding effort of high level tools against hand-coded
approaches on the GPU
- Performance and coding effort on multi-core CPUs against GPUs utilizing
programming abstractions
- Classification of different programming abstractions with respect to their
best application areas
- Libraries and tools for transitioning from single-GPU to multi-GPU applications.

The rules of PPAM conference apply. In particular:
- Papers will be refereed and accepted on the basis of their scientific
merit and relevance to the conference topics.
- Regular papers are not to exceed 12 pages (LNCS style).
- Abstracts of accepted papers will be available during the conference in form
of a brochure.
- Only papers presented at PPAM 2022 will be included into the proceedings,
which will be published after the conference by Springer in the LNCS series.

Session organizers:
Jose R. Herrero Universitat Politecnica de Catalunya, Spain
Robert Strzodka, Universität Heiderberg
Enrique S. Quintana-Orti, Universitat Politecnica de Valencia, Spain

Submission of Papers: May 20, 2022
Notification of Acceptance: June 25, 2022
Camera-Ready Papers: November 2, 2022

Related Resources

Ei/Scopus-CISDS 2024   2024 3rd International Conference on Communications, Information System and Data Science (CISDS 2024)
ICMLA 2024   23rd International Conference on Machine Learning and Applications
CSCT 2024   Congress on Smart Computing Technologies
AAAI 2025   The 39th Annual AAAI Conference on Artificial Intelligence
EI/Scopus-PRDM 2024   2024 5th International Conference on Pattern Recognition and Data Mining(PRDM 2024)
Ei/Scopus-ACAI 2024   2024 7th International Conference on Algorithms, Computing and Artificial Intelligence(ACAI 2024)
Ei/Scopus-AACIP 2024   2024 2nd Asia Conference on Algorithms, Computing and Image Processing (AACIP 2024)-EI Compendex
ISORC 2025   International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing
IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
KDD 2025   31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining