Top Research Challenges and Opportunities for Near Real-Time Extreme-Scale Visualization of Scientific Data

D Pugmire, K Moreland, TM Athawale… - 2024 IEEE 20th …, 2024 - ieeexplore.ieee.org
The rapid advancement in scientific simulations and experimental facilities has resulted in
the generation of vast amounts of data at unprecedented scales. The analysis and …

Dask-extended external tasks for HPC/ML in transit workflows

A Gueroudji, J Bigot, B Raffin, R Ross - … of the SC'23 Workshops of The …, 2023 - dl.acm.org
In situ workflows are inescapable to fully leverage exascale architectures. They can be
complex to build, however, because simulation and data analytics come from two different …

Trigger Smart Data Saving Applied to CO2 Capture in Metal-Organic Frameworks

E Dirand, A Asad, Y Magnin - Proceedings of the SC'23 Workshops of …, 2023 - dl.acm.org
Facing the need for carbon emission reduction, processes such as CO2 capture in
nanoporous Metal-Organic Frameworks (MOFs) have emerged. However, such processes …

Inshimtu–A Lightweight In Situ Visualization “Shim”

J Kress, G Holst, HP Dasari, S Afzal, I Hoteit… - … Conference on High …, 2023 - Springer
In situ visualization and analysis is a valuable yet under utilized commodity for the
simulation community. There is hesitance or even resistance to adopting new …

Distributed Task-Based In Situ Data Analytics for High-Performance Simulations

A Gueroudji - 2023 - theses.hal.science
A widening performance gap is separating CPU performance and IO bandwidth on large-
scale systems. In some fields, such as weather forecast and nuclear fusion, numerical …

[PDF][PDF] Coupling Parallel and Distributed Programs for Sparse Data

SIG Anderson - cs.uoregon.edu
The rise in big data analytics has impelled the popularity of sparse tensors in High-
Performance Computing (HPC). Meanwhile, I/O limitations in HPC have motivated efforts …

[PDF][PDF] Analyses de données in situ par tâches distribuées pour les simulations haute performance Distributed Task-Based In Situ Data Analytics for High-Performance …

A GUEROUDJI - researchgate.net
I was a little girl full of energy and thirst for knowledge. I was waiting to come to France and
start my PhD, a new adventure, a new life, a new beginning in an infinite path... One …