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Remote Participation
Workshop: DRBSD-7: The 7th International Workshop on Data Analysis and Reduction for Big Scientific Data
Event TypeWorkshop
Tags
Online Only
Applications
Big Data
Data Analytics
Data Management
Registration Categories
W
TimeSunday, 14 November 20219am - 5:30pm CST
LocationOnline
Presentations
9:00am - 9:01am CSTDRBSD-7: The 7th International Workshop on Data Analysis and Reduction for Big Scientific Data
9:01am - 9:05am CSTDRBSD-7 Lightning Talk: Introduction
Presenter
9:05am - 9:35am CSTLightning Talk: Data Science Efforts in the Exascale Computing Project
Presenter
9:35am - 10:00am CSTProductive and Performant Generic Lossy Data Compression with LibPressio
10:00am - 10:30am CSTDRBSD-7: Morning Break (10-10:30)
10:30am - 11:00am CSTLightning Talk: Data Science and AI by Big Memory Supercomputer
Presenter
11:00am - 11:30am CSTLightning Talk: Prospects for Data Reduction in Climate Modeling
Presenter
11:30am - 12:00pm CSTMitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary
12:00pm - 12:30pm CSTPyParSVD: A Streaming, Distributed and Randomized Singular-Value-Decomposition Library
12:30pm - 2:00pm CSTDRBSD-7: Lunch Break (12:30-2)
2:00pm - 2:30pm CSTLightning Talk: In Situ Anomaly Detection and Reduced Order Surrogate Models for DNS of Turbulent Combustion
Presenter
2:30pm - 3:00pm CSTUnbalanced Parallel I/O: An Often-Neglected Side Effect of Lossy Scientific Data Compression
3:00pm - 3:30pm CSTDRBSD-7: Afternoon Break (3-3:30)
3:30pm - 4:00pm CSTLightning Talk: Big Scientific Data Visual Analysis
Presenter
4:00pm - 4:30pm CSTTributaryPCA: Distributed, Streaming PCA for In Situ Dimension Reduction with Application to Space Weather Simulations
4:30pm - 5:00pm CSTUnderstanding Effectiveness of Multi-Error-Bounded Lossy Compression for Preserving Ranges of Interest in Scientific Analysis
5:00pm - 5:30pm CSTExploring Lossy Compressibility through Statistical Correlations of Scientific Datasets
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