In Situ Methods, Infrastructures, and Applications on High Performance Computing Platforms
The considerable interest in the high performance computing (HPC) community regarding
analyzing and visualization data without first writing to disk, ie, in situ processing, is due to …
analyzing and visualization data without first writing to disk, ie, in situ processing, is due to …
Computing just what you need: Online data analysis and reduction at extreme scales
A growing disparity between supercomputer computation speeds and I/O rates makes it
increasingly infeasible for applications to save all results for offline analysis. Instead …
increasingly infeasible for applications to save all results for offline analysis. Instead …
Identifying challenges and opportunities of in-memory computing on large HPC systems
With the increasing fidelity and resolution enabled by high-performance computing systems,
simulation-based scientific discovery is able to model and understand microscopic physical …
simulation-based scientific discovery is able to model and understand microscopic physical …
Bootstrapping in-situ workflow auto-tuning via combining performance models of component applications
In an in-situ workflow, multiple components such as simulation and analysis applications are
coupled with streaming data transfers. The multiplicity of possible configurations …
coupled with streaming data transfers. The multiplicity of possible configurations …
Real-time data analysis and autonomous steering of synchrotron light source experiments
Modern scientific instruments, such as detectors at synchrotron light sources, can generate
data at 10s of GB/sec. Current experimental protocols typically process and validate data …
data at 10s of GB/sec. Current experimental protocols typically process and validate data …
From complex data to clear insights: visualizing molecular dynamics trajectories
Advances in simulations, combined with technological developments in high-performance
computing, have made it possible to produce a physically accurate dynamic representation …
computing, have made it possible to produce a physically accurate dynamic representation …
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 …
Opportunities for cost savings with in-transit visualization
We analyze the opportunities for in-transit visualization to provide cost savings compared to
in-line visualization. We begin by developing a cost model that includes factors related to …
in-line visualization. We begin by developing a cost model that includes factors related to …
Optimal execution of co-analysis for large-scale molecular dynamics simulations
The analysis of scientific simulation data enables scientists to derive insights from their
simulations. This analysis of the simulation output can be performed at the same execution …
simulations. This analysis of the simulation output can be performed at the same execution …
An empirical study of activity, popularity, size, testing, and stability in continuous integration
A Gautam, S Vishwasrao… - 2017 IEEE/ACM 14th …, 2017 - ieeexplore.ieee.org
A good understanding of the practices followed by software development projects can
positively impact their success-particularly for attracting talent and on-boarding new …
positively impact their success-particularly for attracting talent and on-boarding new …