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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, Universit├Ąt 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

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