The simple cloud-resolving E3SM atmosphere model running on the Frontier exascale system

M Taylor, PM Caldwell, L Bertagna… - Proceedings of the …, 2023 - dl.acm.org
We present an efficient and performance portable implementation of the Simple Cloud
Resolving E3SM Atmosphere Model (SCREAM). SCREAM is a full featured atmospheric …

Gpu-enabled asynchronous multi-level checkpoint caching and prefetching

A Maurya, MM Rafique, T Tonellot, HJ AlSalem… - Proceedings of the …, 2023 - dl.acm.org
Checkpointing is an I/O intensive operation increasingly used by High-Performance
Computing (HPC) applications to revisit previous intermediate datasets at scale. Unlike the …

Unlocking massively parallel spectral proper orthogonal decompositions in the PySPOD package

M Rogowski, BCY Yeung, OT Schmidt, R Maulik… - Computer Physics …, 2024 - Elsevier
We propose a parallel (distributed) version of the spectral proper orthogonal decomposition
(SPOD) technique. The parallel SPOD algorithm distributes the spatial dimension of the …

SciStream: Architecture and toolkit for data streaming between federated science instruments

J Chung, W Zacherek, AJ Wisniewski, Z Liu… - Proceedings of the 31st …, 2022 - dl.acm.org
Modern scientific instruments, such as detectors at synchrotron light sources, generate data
at such high rates that online processing is needed for data reduction, feature detection …

Julia as a unifying end-to-end workflow language on the frontier exascale system

WF Godoy, P Valero-Lara, C Anderson… - Proceedings of the SC' …, 2023 - dl.acm.org
We evaluate Julia as a single language and ecosystem paradigm powered by LLVM to
develop workflow components for high-performance computing. We run a Gray-Scott, 2 …

Information entropy-based camera focus point and zoom level adjustment for smart in-situ visualization

T Matsushima, K Iwata, N Sakamoto… - Proceedings of the …, 2024 - dl.acm.org
With the recent developments in computational science and HPC technology, large-scale
numerical simulations have become common in various scientific and technological fields …

Exploring large all-flash storage system with scientific simulation

J Gu, G Eisenhauer, S Klasky, N Podhorszki… - Proceedings of the 34th …, 2022 - dl.acm.org
Solid state storage systems have been very effectively used in small devices; however, their
effectiveness for large systems such as supercomputers is not yet proven. Recently, for the …

A Data Optimizer for Region-Aware Self-describing Files in Scientific Computing

Y Song, T Wu, Y Li, G Li, Y Liu, S Yin, W Xue… - Proceedings of the 2024 …, 2024 - dl.acm.org
Acquiring data from scientific simulations for analytical purposes is inherently challenging
due to the complex and irregularly shaped regions within which the data resides, particularly …

I/O in WRF: A Case Study in Modern Parallel I/O Techniques

Z Huang, K Hou, A Agrawal, A Choudhary… - Proceedings of the …, 2023 - dl.acm.org
Large-scale parallel applications can face significant I/O performance bottlenecks, making
efficient I/O crucial. This work presents a comparative study of several parallel I/O …

HStream: A hierarchical data streaming engine for high-throughput scientific applications

J Cernuda, J Ye, A Kougkas, XH Sun - Proceedings of the 53rd …, 2024 - dl.acm.org
Data streaming is gaining traction in high-performance computing (HPC) as a mechanism
for continuous data transfer, but remains underutilized as a processing paradigm due to the …