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Workflows community summit 2022: A roadmap revolution
Scientific workflows have become integral tools in broad scientific computing use cases.
Science discovery is increasingly dependent on workflows to orchestrate large and complex …
Science discovery is increasingly dependent on workflows to orchestrate large and complex …
Colza: Enabling elastic in situ visualization for high-performance computing simulations
In situ analysis and visualization have grown increasingly popular for enabling direct access
to data from high-performance computing (HPC) simulations. As a simulation progresses …
to data from high-performance computing (HPC) simulations. As a simulation progresses …
Hpc storage service autotuning using variational-autoencoder-guided asynchronous bayesian optimization
Distributed data storage services tailored to specific applications have grown popular in the
high-performance computing (HPC) community as a way to address I/O and storage …
high-performance computing (HPC) community as a way to address I/O and storage …
Technology trends and challenges for large-scale scientific visualization
J Ahrens - IEEE Computer Graphics and Applications, 2022 - ieeexplore.ieee.org
Scientific visualization is a key approach to understanding the growing massive streams of
data from scientific simulations and experiments. In this article, I review technology trends …
data from scientific simulations and experiments. In this article, I review technology trends …
Towards elastic in situ analysis for high-performance computing simulations
In situ analysis and visualization have grown increasingly popular for enabling direct access
to data from high-performance computing (HPC) simulations. As a simulation progresses …
to data from high-performance computing (HPC) simulations. As a simulation progresses …
Online data analysis and reduction: An important co-design motif for extreme-scale computers
A growing disparity between supercomputer computation speeds and I/O rates means that it
is rapidly becoming infeasible to analyze supercomputer application output only after that …
is rapidly becoming infeasible to analyze supercomputer application output only after that …
Understanding the impact of synchronous, asynchronous, and hybrid in-situ techniques in computational fluid dynamics applications
High-Performance Computing (HPC) systems provide input/output (IO) performance growing
relatively slowly compared to peak computational performance and have limited storage …
relatively slowly compared to peak computational performance and have limited storage …
Visualization of Large Non-Trivially Partitioned Unstructured Data with Native Distribution on High-Performance Computing Systems
Interactively visualizing large finite element simulation data on High-Performance
Computing (HPC) systems poses several difficulties. Some of these relate to unstructured …
Computing (HPC) systems poses several difficulties. Some of these relate to unstructured …
Minimizing development costs for efficient many-core visualization using MCD3
Scientific visualization software increasingly needs to support many-core architectures.
However, development time is a significant challenge due to the breadth and diversity of …
However, development time is a significant challenge due to the breadth and diversity of …
In situ framework for coupling simulation and machine learning with application to cfd
Recent years have seen many successful applications of machine learning (ML) to facilitate
fluid dynamic computations. As simulations grow, generating new training datasets for …
fluid dynamic computations. As simulations grow, generating new training datasets for …