WAML-HPC 2022 : 1st Workshop on Applications of Machine Learning and Artificial Intelligence in High-Performance Computing Gdansk, Poland
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Event Date: | September 11, 2022 - September 14, 2022 |
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Submission Deadline: | May 20, 2022 |
Notification of Acceptance: | June 25, 2022 |
Camera Ready Version Due: | November 02, 2022 |
Call for Papers |
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****** CALL FOR PAPERS ****** ****** 1st Workshop on ****** Applications of Machine Learning and Artificial Intelligence ****** in High-Performance Computing ****** WAML-HPC22 ****** JOINTLY WITH THE ****** 14th INTERNATIONAL CONFERENCE ON ****** PARALLEL PROCESSING AND APPLIED MATHEMATICS ****** ****** ****** GDANSK, POLAND - SEPTEMBER 11-14, 2022 ************************************************************************** https://bit.ly/waml-hpc BACKGROUND ============ 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 in HPC applications or tools. WAML-HPC22 is the first 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 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 on the basis of their scientific merit and relevance to the Workshop topics * Papers presented at the Workshop will be included into the conference proceedings published after the conference by Springer in the LNCS series * Before the Workshop, abstracts of accepted papers will be posted on the workshop site * Authors should submit papers (PDF files) using the online submission tool * Papers are not to exceed 12 pages (LNCS style) * Final camera-ready versions of accepted papers will be required by November 2, 2022 Alternatively, abstracts delivering original works are invited to be presented at the Workshop. They should be prepared according to the Springer LNCS format on 2 pages. Accepted abstracts will be posted on the workshop site before the conference. IMPORTANT DATES ================== Paper due May 20, 2022. Notification of acceptance June 25, 2022. Presentation at the conference September 11-14, 2022. Camera-ready versions November 2, 2022 WORKSHOP ORGANIZERS ======================== Krzysztof Rojek (Czestochowa Univ. of Technology, Poland) [email protected] Sergio Iserte (Universitat Jaume I, Spain) [email protected] Program Committee ====================== Paweł Gepner - Graphcore and Warsaw University of Technology, Poland Stefano Markidis - KTH Royal Institute of Technology, Sweden Oriol Lehmkuhl - Barcelona Supercomputing Center, Spain Kevin Brown - Argonne National Laboratory, USA Roberto Paredes - Universitat Politècnica de València, Spain Christine Harvey - The MITRE Corporation Richard Gerber - Lawrence Berkeley National Laboratory, USA |
Summary |
WAML-HPC 2022 : 1st Workshop on Applications of Machine Learning and Artificial Intelligence in High-Performance Computing will take place in Gdansk, Poland. It’s a 4 days event starting on Sep 11, 2022 (Sunday) and will be winded up on Sep 14, 2022 (Wednesday). WAML-HPC 2022 falls under the following areas: MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, HIGH PERFORMANCE COMPUTING, PARALLEL COMPUTING, etc. Submissions for this Workshop can be made by May 20, 2022. Authors can expect the result of submission by Jun 25, 2022. Upon acceptance, authors should submit the final version of the manuscript on or before Nov 2, 2022 to the official website of the Workshop. Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines. Other Details of the WAML-HPC 2022
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Credits and Sources |
[1] WAML-HPC 2022 : 1st Workshop on Applications of Machine Learning and Artificial Intelligence in High-Performance Computing |