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Papers

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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.

Papers were held Tuesday–Thursday, November 19–21, 2019.



Papers Schedule

All Days
Tuesday
Wednesday
Thursday
Tuesday, 19 November 2019 expand all · collapse all
TimeTypeSession / PresentationContributorsLocationTagPlan
10:30am - 12pmPaper
Paper Better Data Systems via Better Data Structures 
Xiaoyi Lu
301-302-303
Data Management
Graph Algorithms
Memory
Performance
Storage
TP
10:30am - 12pmPaper
Paper Computational Fluid Dynamics 
Kirk E. Jordan
405-406-407
Accelerators
Algorithms
Deep Learning
GPUs
MPI
OpenMP
Performance
Scalable Computing
Simulation
TP
10:30am - 12pmPaper
Paper Machine Learning Training 
Amir Gholami
401-402-403-404
Algorithms
Benchmarks
Deep Learning
Machine Learning
Parallel Programming Languages, Libraries, and Models
Scalable Computing
Sparse Computation
TP
1:30pm - 3pmPaper
Paper Cloud Scheduling 
Kate Keahey
405-406-407
Algorithms
Clouds and Distributed Computing
Machine Learning
Performance
Resiliency
Scheduling
TP
1:30pm - 3pmPaper
Paper High Radix Routing 
Amir Gholami
301-302-303
Algorithms
Networks
Performance
TP
1:30pm - 3pmPaper
Paper Performance Tools 
Philip C. Roth
401-402-403-404
Benchmarks
Data Analytics
Data Management
Memory
Performance
System Software
Tools
Visualization
TP
3:30pm - 5pmPaper
Paper Frameworks & Tools 
Xipeng Shen
301-302-303
Algorithms
Data Analytics
GPUs
Heterogeneous Systems
MPI
Parallel Application Frameworks
Parallel Programming Languages, Libraries, and Models
Performance
Productivity
Programming Systems
Runtime Systems
Scalable Computing
Task-based programming
Tools
TP
3:30pm - 5pmPaper
Paper Linear Algebra Algorithms 
Ulrike Meier Yang
401-402-403-404
Algorithms
I/O
Linear Algebra
Parallel Programming Languages, Libraries, and Models
Performance
Task-based programming
TP
3:30pm - 5pmPaper
Paper Power and Scale 
Milind Chabbi
405-406-407
Deep Learning
Energy
Extreme Scale Computing
Machine Learning
Performance
Power
Resource Management
Runtime Systems
Simulation
TP
3:30pm - 5pmPaper
Paper State of the Practice 
Hari Subramoni
205-207
Data Analytics
MPI
Performance
Resiliency
Resource Management
State of the Practice
TP
Wednesday, 20 November 2019 expand all · collapse all
TimeTypeSession / PresentationContributorsLocationTagPlan
10:30am - 12pmPaper
Paper Compression 
Zhiqi Tao
405-406-407
Algorithms
Data Compression
Data Management
Graph Algorithms
I/O
Memory
Parallel Application Frameworks
Performance
TP
10:30am - 12pmPaper
Paper Machine Learning Optimization 
Brian C. Van Essen
401-402-403-404
Applications
Data Management
Deep Learning
GPUs
Machine Learning
Performance
Scalable Computing
TP
10:30am - 12pmPaper
Paper Network Evaluation 
Fabrizio Petrini
301-302-303
Architectures
Benchmarks
Communication Optimization
Networks
Performance
Photonics
Silicon Fabrication
TP
1:30pm - 3pmPaper
Paper Network Congestion and Offload 
Verónica G. Melesse Vergara
401-402-403-404
Benchmarks
Data Analytics
Graph Algorithms
MPI
Networks
Performance
Resource Management
Simulation
Software-defined networking
Visualization
TP
1:30pm - 3pmPaper
Paper Partitioning & Scheduling 
Sriram Krishnamoorthy
405-406-407
Memory
Performance
Resource Management
Scheduling
Task-based programming
TP
1:30pm - 3pmPaper
Paper Sparse Computations 
Jed Brown
301-302-303
Algorithms
Linear Algebra
Performance
Sparse Computation
TP
3:30pm - 5pmPaper
Paper GPU 
Xian-He Sun
405-406-407
Algorithms
Compiler Analysis and Optimization
Data Management
GPUs
Memory
Performance
TP
3:30pm - 5pmPaper
Paper Network and Memory Specialization 
John Leidel
301-302-303
Data Management
GPUs
Memory
Networks
Performance
Software-defined networking
Sparse Computation
TP
3:30pm - 5pmPaper
Paper Software Infrastructures for Applications 
Michael Bader
401-402-403-404
Applications
Cancer
Compiler Analysis and Optimization
Compilers
Computational Biology
Exascale
Fault Tolerance
Heterogeneous Systems
Machine Learning
Parallel Application Frameworks
Portability
Reliability
Resiliency
Runtime Systems
Scalable Computing
Scientific Computing
Scientific Workflows
Simulation
Tools
Workflows
TP
Thursday, 21 November 2019 expand all · collapse all
TimeTypeSession / PresentationContributorsLocationTagPlan
10:30am - 12pmPaper
Paper Algorithmic Techniques for Large-Scale Applications 
Emmanuel Jeannot
401-402-403-404
Algorithms
Performance
Portability
Runtime Systems
Scalable Computing
Simulation
Task-based programming
TP
10:30am - 12pmPaper
Paper Improved Performance through Monitoring and Fine-Tuned Orchestration 
Kristy Kallback-Rose
205-207
Architectures
Data Analytics
Data Management
I/O
Monitoring
TP
10:30am - 12pmPaper
Paper Molecular Dynamics 
Jesus A. Izaguirre
301-302-303
Accelerators
Architectures
FPGA
Performance
Simulation
TP
10:30am - 12pmPaper
Paper Resilience and Fault Injection 
Ana Gainaru
405-406-407
Algorithms
Fault Tolerance
Machine Learning
Reliability
Resiliency
TP
1:30pm - 3pmPaper
Paper Graph and Tensor Computations 
Gokcen Kestor
301-302-303
Algorithms
Benchmarks
Graph Algorithms
Parallel Application Frameworks
Performance
Scalable Computing
TP
1:30pm - 3pmPaper
Paper Improving Next-Generation Performance and Resilience 
Sudharshan Vazhkudai
405-406-407
Best Practices
Energy
Exascale
Machine Learning
Memory
Modelling
Networks
Performance
Power
Reliability
Reproducibility
TP
1:30pm - 3pmPaper
Paper Quantum Applications 
Xiaohu Guo
401-402-403-404
Data Compression
Parallel Programming Languages, Libraries, and Models
Quantum Computing
Scalable Computing
Simulation
TP
3:30pm - 5pmPaper
Paper Heterogeneous Systems 
Kenjiro Taura
405-406-407
Accelerators
Heterogeneous Systems
Performance
Portability
Simulation
Task-based programming
TP
3:30pm - 5pmPaper
Paper Image Reconstruction 
Harald Köstler
301-302-303
Algorithms
Applications
Parallel Application Frameworks
Scalable Computing
TP
3:30pm - 5pmPaper
Paper The Fewer Tiers, the Fewer Tears 
Pamela Hill
401-402-403-404
Extreme Scale Computing
Reliability
Resiliency
Storage
Workflows
TP
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