ISAV 2022: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization
Session Chairs
Event TypeWorkshop
Recorded
Accelerator-based Architectures
Data Analytics
In Situ Processing
Scientific Computing
Visualization
Workflows
W
TimeSunday, 13 November 20228:30am - 12pm CST
LocationC143-149
DescriptionAs HPC platforms increase in size and complexity, one significant challenge is the widening gap between computational capacity and our ability to store data for subsequent analysis. One promising approach is to perform as much analysis as possible while computed data is still resident in memory, an approach known as in situ processing.
The workshop brings together researchers, developers and practitioners from industry, academia, and government laboratories who develop, apply, and deploy in situ methods in extreme-scale, high performance computing. The purpose is to present research findings, lessons learned, and insights related to developing and applying in situ methods across a range of science and engineering applications in HPC environments; to explore topics like opportunities presented by new architectures, application requirements and gaps, best practices; to serve as a “center of gravity” for researchers, practitioners, and users/consumers of in situ methods and infrastructure in the HPC space.
Workshop Website
The workshop brings together researchers, developers and practitioners from industry, academia, and government laboratories who develop, apply, and deploy in situ methods in extreme-scale, high performance computing. The purpose is to present research findings, lessons learned, and insights related to developing and applying in situ methods across a range of science and engineering applications in HPC environments; to explore topics like opportunities presented by new architectures, application requirements and gaps, best practices; to serve as a “center of gravity” for researchers, practitioners, and users/consumers of in situ methods and infrastructure in the HPC space.
Workshop Website
Archive
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Presentations
8:30am - 8:40am CST | Opening Remarks | |
8:40am - 9:10am CST | Invited Talk: In Situ Inference of Machine Learning Models through Remote Procedure Calls | |
9:10am - 9:35am CST | Conduit: A Successful Strategy for Describing and Sharing Data In Situ | |
9:35am - 10:00am CST | Research Perspectives Toward Autonomic Optimization of In Situ Analysis and Visualization | |
10:00am - 10:30am CST | ISAV 2022 – Morning Break | |
10:30am - 10:40am CST | In Situ Analysis for Ambiguity-Free Tracking of Multiphase Flow Objects | |
10:40am - 11:05am CST | A Trigger-Based Approach for Optimizing Camera Placement Over Time | |
11:05am - 11:15am CST | In Situ Monitoring and Steering Deep Learning Training from Numerical Simulations in ParaView-Catalyst | |
11:15am - 11:25am CST | A PSNR-Based Image Selection Approach Targeting Smart In Situ Visualization | |
11:25am - 11:50am CST | Enabling Catalyst Adoption in SPARC | |
11:50am - 12:00pm CST | Closing Remarks and Best Paper Presenter |