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Papers

Days Held

Tuesday–Thursday, November 16–18, 2021

The SC Papers program is the leading venue for presenting high-quality original research, groundbreaking ideas, and compelling insights on future trends in high performance computing, networking, storage, and analysis. Attend presentations of peer-reviewed technical papers on a wide range of topics over three inspiring days.

Reproducibility Badges

Expand the schedule below to view papers with the following badges:

Artifact Available

Artifact Functional

Results Reproduced

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Paper Submissions

Submissions closed April 9, 2021.

View submission details



Papers Schedule

All Days
Tuesday
Wednesday
Thursday
Tag
Tuesday, 16 November 2021 expand all · collapse all
TimeTypeSession / PresentationContributorsLocationTagPlan
10:30am - 12pm CSTPaper
Paper Best Practice Experiences from Pre-Exascale Systems 
Tyler Allen
227-228
TP
10:30am - 12pm CSTPaper
Paper Computational Biology 
Sally Ellingson
220-221
Applications
Computational Science
TP
10:30am - 12pm CSTPaper
Paper Efficient Deep Learning Tools 
Brian C. Van Essen
230-231-232
Machine Learning and Artificial Intelligence
TP
10:30am - 12pm CSTPaper
Paper Trends in Scalable Computing 
Rong Ge
240-241-242
Cloud and Distributed Computing
Emerging Technologies
Quantum Computing
State of the Practice
TP
1:30pm - 3pm CSTPaper
Paper Application Performance Optimization 
Michele Weiland
240-241-242
Algorithms
Applications
Performance
TP
1:30pm - 3pm CSTPaper
Paper Cloud and Edge Computing 
Daniel S. Katz
227-228
Resource Management and Scheduling
TP
1:30pm - 3pm CSTPaper
Paper Computational Fluid Dynamics 
Kirk E. Jordan
220-221
Applications
Computational Science
TP
1:30pm - 3pm CSTPaper
Paper Large Scale Neural Network Training: Part I 
Brian C. Van Essen
230-231-232
Machine Learning and Artificial Intelligence
TP
3:30pm - 5pm CSTPaper
Paper Hardware Efficient Deep Learning 
Alexandru Costan
230-231-232
Data Analytics
Machine Learning and Artificial Intelligence
TP
3:30pm - 5pm CSTPaper
Paper Networks 
Gabriel Antoniu
227-228
Networks
TP
3:30pm - 5pm CSTPaper
Paper State of the Practice 
Todd Gamblin
220-221
State of the Practice
TP
Wednesday, 17 November 2021 expand all · collapse all
TimeTypeSession / PresentationContributorsLocationTagPlan
10:30am - 12pm CSTPaper
Paper Accelerator Architectures 
Jamie Van Randwyk
225-226
Accelerator-based Architectures
TP
10:30am - 12pm CSTPaper
Paper Distributed Training and Graphs 
Beth Plale
230-231-232
Machine Learning and Artificial Intelligence
Numerical Algorithms
TP
10:30am - 12pm CSTPaper
Paper File System 
Dean Hildebrand
227-228
Cloud and Distributed Computing
File Systems and I/O
Storage
TP
10:30am - 12pm CSTPaper
Paper Materials Science 
David Abramson
220-221
Applications
TP
1:30pm - 3pm CSTPaper
Paper Large Scale Neural Network Training: Part II 
Nikoli Dryden
230-231-232
Machine Learning and Artificial Intelligence
TP
1:30pm - 3pm CSTPaper
Paper Performance Studies 
Michele Weiland
227-228
Algorithms
Extreme Scale Comptuing
Heterogeneous Systems
TP
1:30pm - 3pm CSTPaper
Paper Tools and Modeling 
Martin Schulz
220-221
Performance
TP
3:30pm - 5pm CSTPaper
Paper High performance Graph Algorithms 
Hang Liu
230-231-232
Algorithms
TP
3:30pm - 5pm CSTPaper
Paper High-Performance Numerical Methods 
Anshu Dubey
220-221
Applications
Heterogeneous Systems
Scientific Computing
TP
3:30pm - 5pm CSTPaper
Paper Systems Software (1) 
Jeffrey K. Hollingsworth
227-228
System Software and Runtime Systems
TP
Thursday, 18 November 2021 expand all · collapse all
TimeTypeSession / PresentationContributorsLocationTagPlan
10:30am - 12pm CSTPaper
Paper HPC and Applications 
Sally Ellingson
227-228
Algorithms
Applications
Machine Learning and Artificial Intelligence
Numerical Algorithms
TP
10:30am - 12pm CSTPaper
Paper Linear and Multilinear Algebra and Applications 
Anshu Dubey
220-221
Algorithms
Architectures
Numerical Algorithms
TP
10:30am - 12pm CSTPaper
Paper Sparse Neural Networks 
Nikoli Dryden
230-231-232
Machine Learning and Artificial Intelligence
TP
10:30am - 12pm CSTPaper
Paper Systems Software (2) 
Luiz DeRose
240-241-242
System Software and Runtime Systems
TP
1:30pm - 2:30pm CSTPaper
Paper Data Analytics and Storage Systems 
Jay Lofstead
230-231-232
Big Data
Data Analytics
Data Management
File Systems and I/O
Memory Systems
Storage
TP
1:30pm - 3pm CSTPaper
Paper Numerical Discretization 
Lori Diachin
220-221
Algorithms
Numerical Algorithms
TP
1:30pm - 3pm CSTPaper
Paper Performance Analysis and Optimization 
Connor F Scully-Allison
227-228
Algorithms
Parallel Programming Systems
TP
1:30pm - 3pm CSTPaper
Paper Scalable I/O and Persistent Memory 
Michele Weiland
240-241-242
Memory Systems
Networks
TP
3:30pm - 5pm CSTPaper
Paper Data Compression and Workflows 
Ashley Barker
220-221
Algorithms
Cloud and Distributed Computing
Data Management
Parallel Programming Languages and Models
TP
3:30pm - 5pm CSTPaper
Paper GPUs and Stream Processing 
John Ravi
230-231-232
Accelerator-based Architectures
Resource Management and Scheduling
TP
3:30pm - 5pm CSTPaper
Paper Quantum Computing and Simulation 
Rob Neely
227-228
Algorithms
Applications
Architectures
Quantum Computing
TP
3:30pm - 5pm CSTPaper
Paper Storage and Application Characteristics 
Suren Byna
240-241-242
Applications
Big Data
Datacenter
File Systems and I/O
Machine Learning and Artificial Intelligence
State of the Practice
Storage
TP
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