[hpc-announce] CfP: Algorithms, Libraries and Tools for Computational Science and Machine Learning on Heterogeneous HPC Environments (M. Lapegna)

[marco lapegna]

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                           Third workshop on

Algorithms, Libraries and Tools for Computational Science and Machine
              Learning on Heterogeneous HPC Environments
                              (ALTonHHE)

                       held in conjunction with
            PDP2025 - 33h Euromicro International Conference on
            Parallel, Distributed and Network-based Processing

                  Turin (Italy) - March 12-14, 2025
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THE WORKSHOP

Heterogeneity is emerging as one of the main characteristics of
today's and future HPC environments where different nodes organizations,
memory hierarchies, and kinds of exotic accelerators are increasingly
present. It pervades the entire spectrum of Computing Continuum, ranging
from large Cloud infrastructures and Datacenter up to the Internet of
Things and Edge Computing environments, aimed at making available in a
transparent and friendly way the multitude of heterogeneous HPC resources
available everywhere around us.

In this context, for Computational Science and Machine Learning, it is
essential to leverage efficient and highly scalable libraries and tools
capable of exploiting such modern heterogeneous computers. These systems
are typically characterized by very different software environments,
which require a new level of flexibility in the algorithms and methods
used to achieve an adequate level of performance, with growing attention
to energy consumption.

This workshop aims to provide a forum for researchers and practitioners
to discuss recent advances in parallel methods and algorithms and their
implementations on current and future heterogeneous HPC environments. We
solicit research works that address algorithmic design, implementation
techniques, performance analysis, integration of parallel numerical
methods in science and engineering applications, energy-aware techniques,
and theoretical models that efficiently solve problems on heterogeneous
platforms.


ORGANIZERS:

Salvatore Cuomo (Univ. of Naples Federico II, Italy)
Marco Lapegna (Univ. on Naples Federico II, Italy )
Francesco Piccialli (Univ. of Naples Federico II)
Diego Romano (Italian National Research Council)


SUBMISSIONS:

All rules of the PDP Conference are valid.
See details at https://urldefense.us/v3/__https://pdp2025.org/__;!!G_uCfscf7eWS!Z72NZ0PO1Y2FUKNY41KGgKtTXQ8moNDosxj8rp-uKoHFcvDL5SHyiwoGN4XqhgD-XDtlZUkqT-vVxMOlzxy5_OJP-RU2p0w$ 


IMPORTANT DATES

- Paper submission:    November 15, 2024
- Author notification: December 22, 2024
- Camera ready:        January 27, 2025






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