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Argonne National Laboratory (ANL)
Contributors
Yuri Alexeev
Ahsan Ali
Rajeev Assary
Prasanna Balaprakash
Riccardo Balin
Pete Beckman
Colleen Bertoni
Julie Bessac
Thomas Brettin
Kevin A. Brown
Dawid Bycul
Franck Cappello
Philip Carns
Kyle Chard
Ryan Chard
Andrew Chien
Sudheer Chunduri
Joaquin Chung
Larry Curtiss
Naveen Dandu
Nicolas Denoyelle
Sheng Di
Johannes Doerfert
Matthieu Dorier
Anshu Dubey
Romain Egele
Murali Emani
Nicola Ferrier
Ian Foster
Yasaman Ghadar
Yanfei Guo
Rinku Gupta
Mike Hammer
Kevin Harms
Devin Hodge
Brian Homerding
Paul Hovland
Stephen Hudson
Jan Hueckelheim
Jan Hückelheim
Team Intelligent Resolution
Kamil Iskra
Robert Jacob
Rajeev Jain
Kate Keahey
Peter Kenesei
Rajkumar Kettimuthu
Christopher Knight
Jaehoon Koo
Michael Kruse
JaeHyuk Kwack
Jeffrey Larson
Rob Latham
Zhengchun Liu
Danylo Lykov
Heng Ma
David Martin
Romit Maulik
Lois Curfman McInnes
Antonino Miceli
Vitali Morozov
Todd Munson
Sri Hari Krishna Narayanan
John-Luke Navarro
Bogdan Nicolae
Michael Papka
Scott Parker
Scott Parker
Swann Perarnau
Tom Peterka
Ken Raffenetti
Arvind Ramanathan
Esteban Rangel
Paul Redfern
Silvio Rizzi
Rob Ross
Michael Salim
Michel Schanen
Nicholas Schwarz
Hemant Sharma
Ruslan Shaydulin
Filippo Simini
Ganesh Sivaraman
Shane Snyder
Rick Stevens
Sebastian Strempfer
Valerie Taylor
Valerie Taylor
Rajeev Thakur
John Tramm
Dennis Trujillo
Thomas Uram
Brice Videau
Venkatram Vishwanath
Cheng Wang
Logan Ward
Stefan Wild
Justin Wozniak
Xingfu Wu
Fangfang Xia
Orcun Yildiz
Hyunseung Yoo
Kazutomo Yoshii
Hui Zhou
Maxim Zvyagin
Session Chairs
Yuri Alexeev
Peter Beckman
Franck Cappello
Andrew Chien
Johannes Doerfert
Anshu Dubey
Nicola Ferrier
Ian Foster
Kamil Iskra
Robert Latham
David Martin
Scott Parker
Kenneth Raffenetti
Silvio Rizzi
Nicholas Schwarz
Rajeev Thakur
Justin Wozniak
Presentations
ACM Gordon Bell Finalist
Awards Presentation
#COVIDisAirborne: AI-Enabled Multiscale Computational Microscopy of Delta SARS-CoV-2 in a Respiratory Aerosol
AI-HPC Convergence
Computational Science
Extreme Scale Comptuing
Performance
Scientific Computing
TP
Workshop
11th International Workshop on Runtime and Operating Systems for Supercomputers
Online Only
Cloud and Distributed Computing
System Software and Runtime Systems
W
Workshop
A FACT-Based Approach: Making ML Collective Autotuning Feasible on Exascale Systems
Online Only
Extreme Scale Comptuing
Parallel Programming Languages and Models
Performance
W
Tutorial
Advanced MPI Programming
Online Only
Parallel Programming Languages and Models
TUT
Workshop
Adversarial Attacks against AI-Driven Experimental Peptide Design Workflows
Online Only
Applications
Scientific Computing
W
Paper
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data
Algorithms
Applications
Performance
TP
Birds of a Feather
Americas HPC Collaboration
Online Only
HPC Community Collaboration
TP
XO / EX
Workshop
An Adaptive Elasticity Policy For Staging Based In-Situ Processing
Online Only
Cloud and Distributed Computing
Scientific Computing
Workflows
W
Birds of a Feather
Analyzing Parallel I/O
Online Only
File Systems and I/O
Performance
TP
XO / EX
Workshop
Automatic and Customizable Code Rewriting and Refactoring with Clang
Parallel Programming Systems
W
Birds of a Feather
Best Practices for Benchmarking Diverse Architectures with Varied Workloads
Online Only
Heterogeneous Systems
Performance
TP
XO / EX
Tutorial
Better Scientific Software
Online Only
Software Engineering
TUT
Paper
Bootstrapping In-Situ Workflow Auto-Tuning via Combining Performance Models of Component Applications
Algorithms
Applications
Performance
TP
Workshop
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval
Online Only
Applications
Scientific Computing
W
Workshop
Case Study of Using Kokkos and SYCL as Performance-Portable Frameworks for MILC-DSLASH Benchmark on NVIDIA, AMD, and Intel GPUs
Online Only
Heterogeneous Systems
Parallel Programming Languages and Models
Performance
Productivity Tools
Software Engineering
W
Workshop
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing
Online Only
Machine Learning and Artificial Intelligence
W
Workshop
Coordinating Dynamic Ensemble Calculations with libEnsemble
Online Only
Cloud and Distributed Computing
Scientific Computing
Workflows
W
Workshop
Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations
Online Only
Accelerator-based Architectures
Applications
Computational Science
Emerging Technologies
Extreme Scale Comptuing
File Systems and I/O
Heterogeneous Systems
Parallel Programming Languages and Models
Performance
Scientific Computing
Software Engineering
W
Workshop
Designing a Streaming Data Coalescing Architecture for Scientific Detector ASICs with Variable Data Velocity
Online Only
Applications
Scientific Computing
W
Workshop
Distinguished Speaker
Online Only
Career Development
Diversity Equity Inclusion (DEI)
Education and Training and Outreach
HPC Community Collaboration
W
Workshop
DRBSD-7 Lightning Talk: Introduction
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Workshop
DRBSD-7: The 7th International Workshop on Data Analysis and Reduction for Big Scientific Data
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Workshop
Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows
Online Only
Cloud and Distributed Computing
Scientific Computing
Workflows
W
ACM Student Research Competition: Graduate Poster
Embeddings Are All You Need: Transfer Learning in Convolutional Neural Networks Using Word Embeddings
Workshop
Evaluation of Performance Portability of Applications and Mini-Apps across AMD, Intel, and NVIDIA GPUs
Online Only
Heterogeneous Systems
Parallel Programming Languages and Models
Performance
Productivity Tools
Software Engineering
W
Tutorial
ExaWorks: Developing Robust and Scalable Next Generation Workflows, Applications, and Systems.
Online Only
Workflows
TUT
Workshop
ExaWorks: Workflows for Exascale
Online Only
Cloud and Distributed Computing
Scientific Computing
Workflows
W
Workshop
Exploration of Congestion Control Techniques on Dragonfly-Class HPC Networks Through Simulation
Online Only
Accelerator-based Architectures
Applications
Computational Science
Emerging Technologies
Extreme Scale Comptuing
File Systems and I/O
Heterogeneous Systems
Parallel Programming Languages and Models
Performance
Scientific Computing
Software Engineering
W
Workshop
Exploring Lossy Compressibility through Statistical Correlations of Scientific Datasets
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Panel
Great Edge-pectations: How Edge and Exascale Found Love
Cloud and Distributed Computing
TP
XO / EX
Workshop
HPC Ontology: Toward a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing
Online Only
Machine Learning and Artificial Intelligence
W
Panel
HPC Response to the COVID-19 Pandemic
Computational Science
TP
XO / EX
Workshop
HPCFAIR: Enabling FAIR AI for HPC Applications
Online Only
Machine Learning and Artificial Intelligence
W
Panel
HPC’s Growing Sustainability Challenges and Emerging Approaches
Green Computing
TP
Workshop
I/O Bottleneck Detection and Tuning: Connecting the Dots Using Interactive Log Analysis
Data Analytics
Data Management
File Systems and I/O
Storage
W
Workshop
Illinois Express Quantum Network for Distributing and Controlling Entanglement on a Metro-Scale
Online Only
Algorithms
Quantum Computing
Software Engineering
System Software and Runtime Systems
W
Tutorial
In Situ Analysis and Visualization with SENSEI and Ascent
Online Only
Data Analytics
Visualization
TUT
Workshop
In Situ Data-Driven Analysis and Learning of Turbulence Closures at Scale
Applications
Big Data
Visualization
W
Doctoral Showcase
Posters
Intelligent Job Scheduling for Next Generation HPC Systems
In-Person Only
TP
XO / EX
ACM Gordon Bell Finalist
Awards Presentation
Intelligent Resolution: Integrating Cryo-EM with AI-Driven Multi-Resolution Simulations to Observe the SARS-CoV-2 Replication-Transcription Machinery in Action
AI-HPC Convergence
Computational Science
Extreme Scale Comptuing
Performance
Scientific Computing
TP
Workshop
ISAV21: Opening
Applications
Big Data
Visualization
W
Workshop
ISAV21: In Situ Infrastructures for Enabling Extreme Scale Analysis and Visualization
Applications
Big Data
Visualization
W
Paper
KAISA: An Adaptive Second-Order Optimizer Framework for Deep Neural Networks
Machine Learning and Artificial Intelligence
TP
Workshop
Lightning Talk: Prospects for Data Reduction in Climate Modeling
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Workshop
Loop Transformations Using Clang's Abstract Syntax Tree
Parallel Programming Systems
W
Tutorial
Lossy Compression for Scientific Data
Online Only
Data Management
TUT
Birds of a Feather
Lustre in HPC, AI and the Cloud
Online Only
File Systems and I/O
Performance
Storage
TP
XO / EX
Workshop
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Online Only
Machine Learning and Artificial Intelligence
W
Birds of a Feather
MLPerf: A Benchmark for Machine Learning
Online Only
Machine Learning and Artificial Intelligence
Performance
TP
XO / EX
Birds of a Feather
MPICH: A High Performance Open-Source MPI Implementation
Online Only
Parallel Programming Languages and Models
TP
XO / EX
Workshop
Narrowing the Search Space of Applications Mapping on Hierarchical Topologies
Online Only
Accelerator-based Architectures
Applications
Computational Science
Emerging Technologies
Extreme Scale Comptuing
File Systems and I/O
Heterogeneous Systems
Parallel Programming Languages and Models
Performance
Scientific Computing
Software Engineering
W
Workshop
Not All Tasks Are Created Equal: Adaptive Resource Allocation for Heterogeneous Tasks in Dynamic Workflows
Online Only
Cloud and Distributed Computing
Scientific Computing
Workflows
W
Birds of a Feather
OpenMP Offloading and the 5.2 API
Online Only
Parallel Programming Languages and Models
Software Engineering
TP
XO / EX
Workshop
ORAQL: Optimistic Responses to Alias Queries in LLVM
Parallel Programming Systems
W
Workshop
P3HPC: 2021 International Workshop on Performance, Portability, and Productivity in HPC
Online Only
Heterogeneous Systems
Parallel Programming Languages and Models
Performance
Productivity Tools
Software Engineering
W
Workshop
Panel Discussion: Can Checkpoint/Restart Tools Ever Keep Pace with Fast-Changing HPC Architectures, Technologies, and Workloads?
Parallel Programming Languages and Models
Reliability and Resiliency
W
Tutorial
Parallel I/O in Practice
Online Only
File Systems and I/O
TUT
Workshop
Performance and Energy Improvement of the ECP Proxy App SW4lite under Various Workloads
Online Only
Architectures
Memory Systems
Parallel Programming Languages and Models
System Software and Runtime Systems
W
Workshop
Performance Evaluation and Acceleration of the QTensor Quantum Circuit Simulator on GPUs
Online Only
Algorithms
Quantum Computing
Software Engineering
System Software and Runtime Systems
W
Tutorial
Performance Tuning with the Roofline Model on GPUs and CPUs
Online Only
Performance
TUT
Paper
Pilgrim: Scalable and (Near) Lossless MPI Tracing
Performance
TP
Invited Talk
Powering HPC Discoveries through Scientific Software Ecosystems and Communities
HPC Community Collaboration
Reproducibility and Transparency
Software Engineering
TP
XO / EX
Workshop
Probing Decision Boundaries in Cancer Data Using Noise Injection and Counterfactual Analysis
Applications
Computational Science
Education and Training and Outreach
HPC Community Collaboration
HPC Training and Education
Machine Learning and Artificial Intelligence
Performance
Workforce
W
Workshop
Productive and Performant Generic Lossy Data Compression with LibPressio
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Workshop
PyParSVD: A Streaming, Distributed and Randomized Singular-Value-Decomposition Library
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Workshop
QAOAKit: A Toolkit for Reproducible Study, Application, and Verification of QAOA
Online Only
Algorithms
Quantum Computing
Software Engineering
System Software and Runtime Systems
W
ACM Student Research Competition: Graduate Poster
ACM Student Research Competition: Undergraduate Poster
Posters
Regulating Traffic in a Crowded Cache: Overcoming the Container Explosion Problem
In-Person Only
TP
XO / EX
Workshop
Remote OpenMP Offloading
Parallel Programming Systems
W
Paper
Resilient Error-Bounded Lossy Compressor for Data Transfer
Algorithms
Cloud and Distributed Computing
Data Management
Parallel Programming Languages and Models
TP
Paper
Reverse-Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme
Applications
Heterogeneous Systems
Scientific Computing
TP
Best Student Paper Finalist
Best Reproducibility Advancement Finalist
Workshop
ROSS: Closing Remarks
Online Only
Cloud and Distributed Computing
System Software and Runtime Systems
W
Panel
Runtime Systems for Zettascale
System Software and Runtime Systems
TP
Workshop
SCTuner: An Auto-Tuner Addressing Dynamic I/O Needs on Supercomputer I/O Sub-Systems
Data Analytics
Data Management
File Systems and I/O
Storage
W
Workshop
Second International Workshop on Quantum Computing Software
Online Only
Algorithms
Quantum Computing
Software Engineering
System Software and Runtime Systems
W
Workshop
Seventh International Workshop on Heterogeneous High-Performance Reconfigurable Computing (H2RC)
Accelerator-based Architectures
Applications
Architectures
Emerging Technologies
Heterogeneous Systems
Memory Systems
Networks
W
Birds of a Feather
Software Engineering and Reuse in Modeling, Simulation, and Data Analytics for Science and Engineering
Online Only
Computational Science
Software Engineering
TP
XO / EX
Panel
Strategies for Working Remotely: Sustainable Hybrid Approaches for HPC
Workforce
TP
Birds of a Feather
Successful FPGA Programming Methods and Tools for HPC
Accelerator-based Architectures
Heterogeneous Systems
TP
XO / EX
Invited Talk
The Importance of Diverse Perspectives in Advancing HPC
Diversity Equity Inclusion (DEI)
HPC Community Collaboration
Workforce
TP
XO / EX
Workshop
Toward Aggregated Asynchronous Checkpointing
Parallel Programming Languages and Models
Reliability and Resiliency
W
Birds of a Feather
Two Worlds Collide: Traditional HPC Simulation and the Modern AI/Machine Learning Stack
Online Only
Computational Science
Machine Learning and Artificial Intelligence
TP
XO / EX
Birds of a Feather
UCX: Unified Communication X Community
Parallel Programming Languages and Models
Performance
TP
XO / EX
Workshop
Understanding Effectiveness of Multi-Error-Bounded Lossy Compression for Preserving Ranges of Interest in Scientific Analysis
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Workshop
WACCPD Invited Panel: Publicly-Available Directive Test Suites for Heterogeneous Architectures
Online Only
Accelerator-based Architectures
Parallel Programming Languages and Models
Performance
State of the Practice
W
Workshop
XLOOP 2021: The 3rd Annual Workshop on Extreme-Scale Experiment-in-the-Loop Computing
Online Only
Applications
Scientific Computing
W
ACM Student Research Competition: Graduate Poster
Yin and Yang: Balancing Cloud Computing and HTC Workloads
Sessions
Tutorial
Lossy Compression for Scientific Data
Online Only
Data Management
TUT
Workshop
DRBSD-7: The 7th International Workshop on Data Analysis and Reduction for Big Scientific Data
Online Only
Applications
Big Data
Data Analytics
Data Management
W
Workshop
P3HPC: 2021 International Workshop on Performance, Portability, and Productivity in HPC
Online Only
Heterogeneous Systems
Parallel Programming Languages and Models
Performance
Productivity Tools
Software Engineering
W
Tutorial
Parallel I/O In Practice
Online Only
File Systems and I/O
TUT
Tutorial
Advanced MPI Programming
Online Only
Parallel Programming Languages and Models
TUT
Workshop
11th International Workshop on Runtime and Operating Systems for Supercomputers ROSS
Online Only
Cloud and Distributed Computing
System Software and Runtime Systems
W
Workshop
ISAV21: In Situ Infrastructures for Enabling Extreme Scale Analysis and Visualization
Applications
Big Data
Visualization
W
Workshop
Second International Workshop on Quantum Computing Software
Online Only
Algorithms
Quantum Computing
Software Engineering
System Software and Runtime Systems
W
Panel
HPC’s Growing Sustainability Challenges and Emerging Approaches
Green Computing
TP
Birds of a Feather
Best Practices for Benchmarking Diverse Architectures with Varied Workloads
Online Only
Heterogeneous Systems
Performance
TP
XO / EX
Paper
High-Performance Numerical Methods
Applications
Heterogeneous Systems
Scientific Computing
TP
Birds of a Feather
MPICH: A High Performance Open-Source MPI Implementation
Online Only
Parallel Programming Languages and Models
TP
XO / EX
Birds of a Feather
OpenMP Offloading and the 5.2 API
Online Only
Parallel Programming Languages and Models
Software Engineering
TP
XO / EX
Paper
Linear and Multilinear Algebra and Applications
Algorithms
Architectures
Numerical Algorithms
TP
Workshop
XLOOP 2021: The 3rd Annual Workshop on Extreme-Scale Experiment-in-the-Loop Computing
Online Only
Applications
Scientific Computing
W
Panel
Great Edge-pectations: How Edge and Exascale Found Love
Cloud and Distributed Computing
TP
XO / EX
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