At SC23, nearly 100 Argonne researchers will share insights and advances on topics ranging from exascale computing and big data analysis to artificial intelligence and quantum computing. Check out the full listing of Argonne’s contributions below by clicking on a date (staff members in bold).
Sunday, November 12
Invited Talk
Invited Talk: I/O Profiling and Benchmarking for AI Applications
SESSION: Workshop on Software and Hardware Co-Design of Deep Learning Systems in Accelerators (SHDA)
CONTRIBUTOR: Huihuo Zheng
TIME: 3:50 p.m. – 4:14 p.m. (MST) • LOCATION: 704-706
Workshops
13th International Workshop on Runtime and Operating Systems for Supercomputers (ROSS)
SESSION: 13th International Workshop on Runtime and Operating Systems for Supercomputers (ROSS)
ORGANIZERS: Balazs Gerofi, Torsten Hoefler, Kamil Iskra
TIME: 9:00 a.m. – 9:01 a.m. (MST) • LOCATION: 704-706
High Performance Python for Science at Scale
SESSION: High Performance Python for Science at Scale
AUTHOR/PRESENTERS: Pete Mendygral, Sam Foreman, Daniel Margala
TIME: 9:00 a.m. – 9:01 a.m. (MST) • LOCATION: 505
Optimized Uncertainty Estimation for Vision Transformers: Enhancing Adversarial Robustness and Performance Using Selective Classification
SESSION: 1st Workshop on Enabling Predictive Science with Optimization and Uncertainty Quantification in HPC
AUTHOR/PRESENTERS: Pete Mendygral, Sam Foreman, Daniel Margala
TIME: 9:00 a.m. – 9:01 a.m. (MST) • LOCATION: 505
XLOOP 2023: The 5th Annual Workshop on Extreme-Scale Experiment-in-the-Loop Computing
SESSION CHAIRS: Nicholas Schwarz, Justin Wozniak
TIME: 9:00 a.m. – 12:30 a.m. (MST) • LOCATION: 708
Demonstrating Cross-Facility Data Processing at Scale With Laue Microdiffraction
AUTHOR/PRESENTERS: Michael Prince, Doğa Gürsoy, Dina Sheyfer, Ryan Chard, Benoit Côté, Hannah Parraga, Barbara Frosik, Jon Tischler, Nicholas Schwarz
TIME: 9:10 a.m. – 9:30 a.m. (MST) • LOCATION: 708
Enabling Agile Analysis of I/O Performance Data with PyDarshan
SESSION: 5th Workshop on Programming and Performance Visualization Tools (ProTools 2023)
AUTHOR/PRESENTERS: Jakob Luettgau, Shane Snyder, Tyler Reddy, Nikolaus Awtrey, Kevin Harms, Jean Bez, Rui Wang, Rob Latham, Philip Carns
TIME: 9:35 a.m. – 10:00 a.m. (MST) • LOCATION: 601
Demonstration of Portable Performance of Scientific Machine Learning on High Performance Computing Systems
SESSION: High Performance Python for Science at Scale
AUTHOR/PRESENTERS: Khalid Hossain, Riccardo Balin, Corey Adams, Thomas Uram, Kalyan Kumaran, Venkatram Vishwanath, Tanima Dey, Subrata Goswami, Janghaeng Lee, Rebecca Ramer, Koichi Yamada, Intel Corporation
TIME: 10:30 a.m. – 10:45 a.m. (MST) • LOCATION: 501-502
Keys to Sustainable Leadership Supercomputing for 2025+: Location, Power, and Flexibility
SESSION: Sustainable Supercomputing
CONTRIBUTOR: Andrew A. Chien
TIME: 10:30 a.m. – 11:10 a.m. (MST) • LOCATION: 603
Exploring Benchmarks for Self-Driving Labs using Color Matching
SESSION: XLOOP 2023: The 5th Annual Workshop on Extreme-Scale Experiment-in-the-Loop Computing
AUTHOR/PRESENTERS: Tobias Ginsburg, Kyle Hippe, Ryan Lewis, Doga Ozgulbas, Rory Butler, Casey Stone, Abraham Stroka, Rafael Vescovi, Ian Foster, Aileen Cleary
TIME: 10:40 a.m. – 11:00 a.m. (MST) • LOCATION: 708
Fourth International Symposium on Checkpointing for Supercomputing (SuperCheck-SC23)
ORGANIZERS: Gene Cooperman, Donglai Dai, Rebecca Hartman-Baker, Bogdan Nicolae
TIME: 2:00 p.m. – 5:30 p.m. (MST) • LOCATION: 501-502
The 9th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-9)
ORGANIZERS: Sheng Di, Jieyang Chen, Shadi Ibrahim, Xin Liang, Ana Gainaru
TIME: 2:00 p.m. – 5:30 p.m. (MST) • LOCATION: 507
Dask-Extended External Tasks for HPC/ML In Transit Workflows
SESSION: 6th International Workshop on Emerging Parallel Distributed Runtime Systems and Middleware
AUTHOR/PRESENTERS: Amal Gueroudji, Julien Bigot, Bruno Raffin, Robert Ross
TIME: 4:00 p.m. – 4:20 p.m. (MST) • LOCATION: 503-504
Benchmarking and In-Depth Performance Study of Large Language Models on Habana Gaudi Processors
SESSION: Workshop on Software and Hardware Co-Design of Deep Learning Systems in Accelerators (SHDA)
AUTHOR/PRESENTERS: Chengming Zhang, Baixi Sun, Xiaodong Yu, Zhen Xie, Weijian Zheng, Kamil A. Iskra, Pete Beckman, Dingwen Tao
TIME: 4:14 p.m. – 4:34 p.m. (MST) • LOCATION: 704-706
Scalable Lead Prediction with Transformers Using HPC Resources
SESSION: Ninth Computational Approaches for Cancer Workshop (CAFCW23)
AUTHOR/PRESENTERS: Archit Vasan, Rick Stevens, Arvind Ramanathan, Venkatram Vishwanath
TIME: 5:00 p.m. – 5:15 p.m. (MST) • LOCATION: 506
A gem5 Implementation of the Sequential Codelet Model: Reducing Overhead and Expanding the Software Memory Interface
SESSION: 6th International Workshop on Emerging Parallel Distributed Runtime Systems and Middleware
AUTHOR/PRESENTERS: Dawson Fox, Jose Monsalve Diaz, Xiaoming Li
TIME: 5:10 p.m. – 5:29 p.m. (MST) • LOCATION: 503-504
Tutorials
Performance Tuning with the Roofline Model on GPUs and CPUs
PRESENTERS: Samuel Williams, Ruslan Murtazin, Magnus Strengert, JaeHyuk Kwack, Neil Mehta, Xiaomin Lu, Nicholson Koukpaizan
TIME: 8:30 a.m. – 5:00 p.m. (MST) • LOCATION: 302
Programming Novel AI Accelerators for Scientific Computing
PRESENTERS: Murali Emani, Petro Junior Milan, Claire Zhang, Alex Tsyplikhin, Leon Tran, Sanjif Shanmugavelu, Siddhisanket Raskar
TIME: 8:30 a.m. – 5:00 p.m. (MST) • LOCATION: 203