Workflows community summit 2022: A roadmap revolution
RF da Silva, RM Badia, V Bala, D Bard… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …
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 …
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 …
Efficient in-situ workflow planning for geographically distributed heterogeneous environments
In-situ workflows are a particular class of scientific workflows where different components
(such as simulation, visualization, machine learning, and data analysis) run concurrently. In …
(such as simulation, visualization, machine learning, and data analysis) run concurrently. In …
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 …
In situ visualization for high-fidelity CFD—Case studies
The growing availability of large scale computing power and facilities has caused a potential
for increased accuracy in CFD simulations, allowing scientists and engineers to look beyond …
for increased accuracy in CFD simulations, allowing scientists and engineers to look beyond …
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 …
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 …
A hybrid in situ approach for cost efficient image database generation
The visualization of results while the simulation is running is increasingly common in
extreme scale computing environments. We present a novel approach for in situ generation …
extreme scale computing environments. We present a novel approach for in situ generation …