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Workshop: DRBSD-7: The 7th International Workshop on Data Analysis and Reduction for Big Scientific Data

Session Chairs

Argonne National Laboratory (ANL)

University of Chicago

New Jersey Institute of Technology

Oak Ridge National Laboratory (ORNL)

Event TypeWorkshop

Tags

Registration Categories

TimeSunday, 14 November 20219am - 5:30pm CST

LocationOnline

Presentations

9:00am - 9:01am CST	DRBSD-7: The 7th International Workshop on Data Analysis and Reduction for Big Scientific Data Organizers Scott Klasky Qing Liu Ian Foster Mark Ainsworth
9:01am - 9:05am CST	DRBSD-7 Lightning Talk: Introduction Presenter Ian Foster
9:05am - 9:35am CST	Lightning Talk: Data Science Efforts in the Exascale Computing Project Presenter Douglas Kothe
9:35am - 10:00am CST	Productive and Performant Generic Lossy Data Compression with LibPressio Author/Presenters Robert R. Underwood Victoriana Malvoso Jon C. Calhoun Sheng Di Franck Cappello
10:00am - 10:30am CST	DRBSD-7: Morning Break (10-10:30)
10:30am - 11:00am CST	Lightning Talk: Data Science and AI by Big Memory Supercomputer Presenter Taisuke Boku
11:00am - 11:30am CST	Lightning Talk: Prospects for Data Reduction in Climate Modeling Presenter Robert Jacob
11:30am - 12:00pm CST	Mitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary Author/Presenters Sajal Dash Junqi Yin Mallikarjun Shankar Feiyi Wang Wu-chun Feng
12:00pm - 12:30pm CST	PyParSVD: A Streaming, Distributed and Randomized Singular-Value-Decomposition Library Author/Presenters Romit Maulik Gianmarco Mengaldo
12:30pm - 2:00pm CST	DRBSD-7: Lunch Break (12:30-2)
2:00pm - 2:30pm CST	Lightning Talk: In Situ Anomaly Detection and Reduced Order Surrogate Models for DNS of Turbulent Combustion Presenter Jackie Chen
2:30pm - 3:00pm CST	Unbalanced Parallel I/O: An Often-Neglected Side Effect of Lossy Scientific Data Compression Author/Presenters Xinying Wang Lipeng Wan Jieyang Chen Qian Gong Ben Whitney Jinzhen Wang Ana Gainaru Qing Liu Norbert Podhorszki Dongfang Zhao Feng Yan Scott Klasky
3:00pm - 3:30pm CST	DRBSD-7: Afternoon Break (3-3:30)
3:30pm - 4:00pm CST	Lightning Talk: Big Scientific Data Visual Analysis Presenter Chris Johnson
4:00pm - 4:30pm CST	TributaryPCA: Distributed, Streaming PCA for In Situ Dimension Reduction with Application to Space Weather Simulations Author/Presenters Yu Wang Natalie Klein Steven Morley Vania Jordanova Michael Henderson Ayan Biswas Earl Lawrence
4:30pm - 5:00pm CST	Understanding Effectiveness of Multi-Error-Bounded Lossy Compression for Preserving Ranges of Interest in Scientific Analysis Author/Presenters Yuanjian Liu Sheng Di Kai Zhao Kyle Chard Wentao Ding Sian Jin Cheng Wang Ian Foster Frank Cappello
5:00pm - 5:30pm CST	Exploring Lossy Compressibility through Statistical Correlations of Scientific Datasets Author/Presenters David Krasowska Julie Bessac Robert Underwood Jon Calhoun Franck Cappello Sheng Di