[hpc-announce] [Last call] CfP: 2nd WAML-HPC

[Sergio Iserte]

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    Second Workshop on Applications of Machine Learning and
Artificial Intelligence in High-Performance Computing

https://urldefense.us/v3/__https://bit.ly/waml-hpc__;!!G_uCfscf7eWS!dpVJIFlM0G9k4tWvzL3CFaxIIucnrrmVDWg9d50bmE1nH8ncMlnu_JxdgCojg_WrGg6AszqUm2V5W8dAdWEpRw$ 

Held in conjunction with PPAM 2024
     Ostrava, Czech Republic - September 8-11, 2024 - https://urldefense.us/v3/__https://ppam.edu.pl__;!!G_uCfscf7eWS!dpVJIFlM0G9k4tWvzL3CFaxIIucnrrmVDWg9d50bmE1nH8ncMlnu_JxdgCojg_WrGg6AszqUm2V5W8csu1vUJA$ 

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-> Extended deadline: 17 May 2024

Machine learning and artificial intelligence methods have become
pervasive in recent years due to numerous algorithmic advances and the
accessibility of computational power. In HPC, these methods have been
used to replace, accelerate or enhance existing solvers. This workshop
focuses on AI-based solutions to increase performance, reduce energy
consumption, or increase the accuracy of HPC applications or tools.
WAML-HPC24 is the second workshop jointly organized with the PPAM
conference.

The topics include, but are not limited to:
         * Disruptive uses of HPC technologies in the field of AI, ML, or
DL.
         * Integration of predictive models to improve the performance of
scientific applications in terms of execution time and/or simulation
accuracy.
         * Workflow of applying AI/ML/DL to scientific applications in 
HPC
infrastructures.
         * Characterization and study on how to use HPC techniques with
AI/ML/DL.
         * HPC Tools and infrastructure to improve the usability of
AI/ML/DL to scientific applications.
         * Optimized HPC systems design and setup for efficient AI/ML/DL.

Paper Submission and Publication
         * All rules of paper submission of the PPAM conference apply.
In particular:
         * Papers will be refereed and accepted based on their scientific
merit and relevance to the Workshop topics.
         * Papers presented at the Workshop will be included in the
conference proceedings and published by Springer
in the LNCS series after the conference.
         * Before the Workshop, abstracts of accepted papers will be
posted on this site.
         * Authors should submit papers (PDF files) using the online
submission tool
         * Papers are not to exceed 14 pages (LNCS style)

Alternatively, abstracts of the size 500 – 800 words or original papers,
are invited for the Workshop. The latter should be prepared according to
the Springer LNCS and PPAM 2024 rules. The authors of accepted abstracts
can feature their contributions in the oral session, but only papers
presented at PPAM 2024 will be included in the proceedings.

Important Dates
     * Paper due May 17, 2024
     * Notification of acceptance June 7, 2024
     * Conference: September 8-11, 2024
     * Camera-ready: October 31, 2024

Workshop Organizers
     * Krzysztof Rojek (Czestochowa Univ. of Technology, Poland)
krojek at icis.pcz.pl
     * Sergio Iserte (Barcelona Supercomputing Center, Spain)
sergio.iserte at bsc.es



-- 
Sergio Iserte
Senior Researcher
Accelerators and Communications for HPC Research Group
Computer Sciences Department
Barcelona Supercomputing Center (BSC)