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Exa-MA: a key player of the SciML 2024 Integrating Machine Learning with Scientific Computing Conference
SciML 2024, held in Strasbourg, was a key event for the scientific computing and machine learning communities, with Exa-MA as a funding partner. The conference focused on themes central to Exa-MA’s Work Package 2 (WP2), including scientific machine learning and reduced-order modeling. Organized by Emmanuel Franck and Victor Michel-Dansac, both key contributors to WP2, the event aligned with Exa-MA's goal of advancing scientific computing for exascale systems.
Exa-SofT: light-weight prediction for improving energy consumption in HPC platforms
As computing power demand grows, managing energy use is a challenge for the HPC community. With his co-authors, the member of Exa-SofT Georges Da Costa propose a method to predict task power consumption on supercomputers to schedule jobs more efficiently, reducing energy use without impacting performance.
Exa-DoST: a second meeting to prepare the future
The second annual meeting of the NumPEx Exa-DoST project took place at Inria, in Rennes, on 18-19 September 2024. This two days were an opportunity to share the first outcomes of the projet and discuss the upcoming research.
Exa-AtoW: a collaboration with Data Terra
The Exa-AToW project focuses on large-scale workflows deployed across multiple infrastructures, including data centers, HPC facilities, and cloud environments. In collaboration with the Gaia Data project, the initiative emphasizes the development of Machine Actionable Data Project Plans (MADPP). These plans are designed to capture and manage the complex set of constraints related to data logistics and the computational resource requirements needed to ensure efficient workflow execution.
Exa-DI: the Computational and data science Team (CDT) is growing
The goal of the CDT is to implement the Exa-DI co-design and co-development process, working with scientific and industrial application teams to define mini-apps that address exascale application challenges. These mini-apps will be developed by bringing together software components provided by other NumPEx research teams and package them to deliver software development kits. In the first semester, two engineers and a program manager were recruited, followed by two more engineers this quarter, with one recruitment still ongoing and more interviews to come. |