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Organization

University of Texas
Contributors
Thorsten W. Becker
George Biros
Chun-Kai Chang
Esha Choukse
Tim Cockerill
Mattan Erez
Omar Ghattas
Naveen Himthani
Sangkug Lym
Robert McLay
Paul Navratil
Mike O'Connor
J. Gregory Pauloski
Simone Puel
Sujay Sanghavi
Karl Schulz
David Walling
Karen Willcox
Wenqi Yin
Siavash Zangeneh
Zhao Zhang
Session Chairs
Zhao Zhang
Presentations
Workshop
Aggregating Local Storage for Scalable Deep Learning I/O
Deep Learning
Scientific Computing
W
Paper
Assessing the Impact of Timing Errors on HPC Applications
Algorithms
Fault Tolerance
Machine Learning
Reliability
Resiliency
TP
Workshop
Evaluating Compiler IR-Level Selective Instruction Duplication with Realistic Hardware Errors
Extreme Scale Computing
Fault Tolerance
Reliability
Resiliency
W
Birds of a Feather
Getting Scientific Software Installed
State of the Practice
TP
EX
EXH
Paper
Near-Memory Data Transformation for Efficient Sparse Matrix Multi-Vector Multiplication
Data Management
GPUs
Memory
Networks
Performance
Software-defined networking
Sparse Computation
TP
Birds of a Feather
OpenHPC Community BoF
Package Management
TP
EX
EXH
Posters
Research Posters
Poster 61: Fast 3D Diffeomorphic Image Registration on GPUs
TP
EX
EXH
Posters
Research Posters
Poster 64: 416-PFLOPS Fast Scalable Implicit Solver on Low-Ordered Unstructured Finite Elements Accelerated by 1.10-ExaFLOPS Kernel with Reformulated AI-Like Algorithm: For Equation-Based Earthquake Modeling
TP
EX
EXH
Invited Talk
Predictive Data Science for Physical Systems: From Model Reduction to Scientific Machine Learning
Applications
Computational Science
Cosmology
Data Analytics
Machine Learning
Visualization
TP
Paper
PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration
Applications
Data Management
Deep Learning
GPUs
Machine Learning
Performance
Scalable Computing
TP
BSP Finalist
Birds of a Feather
Science and Technology Requirements for Leadership Computing in Open Science
HPC Center Planning and Operations
Requirements
Scientific Computing
TP
EX
EXH
Birds of a Feather
SOLAR Consortium: Accelerated Ray Tracing for Scientific Simulations
Accelerators
Ray Tracing
Scientific Computing
TP
EX
EXH
Workshop
The 3rd Industry/University Joint International Workshop on Data-Center Automation, Analytics, and Control (DAAC)
Big Data
Collaborative Environments
Data Analytics
Data Management
Datacenter
W
Tutorial
Tools and Best Practices for Distributed Deep Learning on Supercomputers
Best Practices
Deep Learning
Tools
TUT
Sessions
Workshop
Deep Learning on Supercomputers
Deep Learning
Scientific Computing
W
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