As the SC22 logo indicates, the theme this year is HPC Accelerates, which reflects the rapid pace with which high-performance computing is advancing. Following is a list of the exciting activities we will participate in (MCS staff names denoted in bold).

DOE Booth Talk

• Perspectives on the Versatility of a Searchable Lineage for Scalable HPC Data Management – Bogdan Nicolae:

Panels

• Pain of Porting: Lowering the Barrier to Emerging Technologies – Johannes de Fine Licht, Christian Trot, Torsten Hoefler, Anshu Dubey, Erik Drager
• Runtime Systems for Extreme Heterogeneity: Challenges and Opportunities – Pedro Valero-Lara, Jeffrey Vetter, Michael Wong, Johannes Doerfert, Rosa Badia, George Bosilca, Olivier Aumage, Sunita Chandrasekaran, Jesus Labarta

Papers

Fault-Tolerance and Data

• Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs – Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello

• A Taxonomy of Error Sources in HPC I/O Machine Learning Models – Mihailo Isakov, Mikaela Currier, Eliakin del Rosario, Sandeep Madireddy, Prasanna Balaprakash, Philip H. Carns, Robert B. Ross, Glenn K. Lockwood, Michel A. Kinsy

Using Compilers for Optimization

• Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation – William Moses, Sri Hari Krishna Narayanan, Luger Paehler, Valentin Churavy, Michel Schanen, Jan Hueckelheim, Johannes Doerfert, Paul Hovland

Simulations and Modeling

• Optimization of Full-Core Reactor Simulations on Summit – Misun Min, Yu-Hsiang Lan, Paul Fischer, Elia Merzari, Stefan Kerkemeier, Malachi Phillips, Thilina Rathnayake, April Novak, Derek Gaston, Noel Chalmers, Tim Warburton

Compression

• Accelerating Parallel Write via Deeply Integrating Predictive Lossy Compression with HDFS – Sian Jin, Dingwen Tao, Houjun Tang, Sheng Di, Suren Byna, Zarija Lukic, Franck Cappello
• Dynamic Quality Metric Oriented Error Bounded Lossy Compression for Scientific Datasets – Jinyang Kiu, Sheng Di, Kai Zhan, Xin Liang, Zizhong Chen, Franck Cappello

Posters

• Supporting a Community of Cancer Models with the CANDLE Checkpoint Module - Rajeev Jain, Justin M. Wozniak, Jamaludin Mohd-Yusof
• Analyzing NOvA Neutrino Data with the Perlmutter Supercomputer – Norm Buchanan, Steven Calvez, Derek Doyle, V. Hewes, Alexander Himmel, James Kowalkowski, Andrew Norman, Marc Paterno, Tom Peterka, Saba Sehrish, Alexandre Sousa, Tarak Thakore, Orcun Yildiz

• Self-Supervised Learning for Automated Species Detection from Passively Recorded Soundscapes in Avian Diversity Monitoring – Dario Dematties, Bhupendra A. Raut, Rajesh Sankaran, Nicola J. Ferrier

Tutorials

• Parallel I/O in Practice – Rob Latham, Robert Ross, Brent Welch, Glenn Lockwood

• Lossy Compression for Scientific Data – Franck Cappello, Peter Lindstrom, Sheng Di

Workshops

• ISAV 2022: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization. Session chairs: Axel Huebl, Nicola Ferrier, Matthew Larsen, Tim Vierjahn, Dave Pugmire, Wes Bethel. Author/Presenters: Research Perspectives Toward Autonomic Optimization of In Situ Analysis and Visualization – Zhe Wang, Matthieu Dorier, Manish Parashar
• The 8^th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-8). Session chairs: Sheng Di, Todd Munson, Jieyang Chen, Xin Liang, Ana Gainar. Author/Presenters: (1) Understanding the Effects of Modern Compressors on the Community Earth Science Model Robert R. Underwood, Julie Bessac, Sheng Di, Franck Cappello; (2) Understanding Impact of Lossy Compression on Derivative-Related Metrics in Scientific Datasets – Zhaoyuan Su, Sheng Di, Ali Murat Gok, Yue Cheng, Franck Cappello
• 12^th International Workshop on Runtime and Operating Systems for Supercomputers (ROSS) – Session chairs: Balazs Gerofi, Kamil Iskra, Torsten Hoefler
• Third International Symposium on Checkpointing for Supercomputing (SuperCheck-SC22) Session chairs: Zhengli Zhao, Rebecca Hartman-Baker, Gene Cooperman, Bogdan Nicolae. Author/Presenters: Analyzing the Energy Consumption of Synchronous and Asynchronous Checkpointing Strategies – Grant Wilkins, Mikaila Gossman, Bogdan Nicolae, Melissa Smith, Hon Calhoun
• Workshop on Artificial Intelligence and Machine Learning for Scientific Applications. Author/Presenters: Automated Continual Learning of Defect Identification in Coherent Diffraction Imaging – Orcun Yiliz, Henry Chan, Krishnan Raghavan, William Judge, Mathew J. Cherukara, Prasanna Balaprakash, Subramanian Sankaranarayanan, Tom Peterka
• LLVM-HPC2022 – The Eighth Workshop on the LLVM Compiler Infrastructure in HPC. Author/Presenters: (1) Direct GPU Compilation and Execution for Host Applications with Open MP Parallelism – Shileii Tan, Joseph Huber, Konstantinos Parasyris, Barbara Chapman, Johannes Doerfert; (2) Automatic Asynchronous Execution of Asynchronously Offloaded OpenMP Target Regions – Raphael Andres Herrera Guaitero, Jose Manuel Monsalve Diaz, Thomas Applencourt, Xiaoming Li, Johannes Doerfert
• Ninth Workshop on Accelerator Programming Using Directives (WACCPD 2022). Session chairs: Veronica G. Melesse Vergara, Christopher Daley, Jose Manuel Monsalve Diaz. Author/Presenters: Opening and closing remarks and awards – Jose Manuel Monsalve Diaz
• The 5^th Annual Parallel Applications Workshop, Alternatives to MPI+X (PAW-ATM). PAW-ASTM Panel discussion: Anshu Dubey:
• PDSW22: 7h International Parallel Data Systems Workshop Accelerating FLASH-X Simulations with Asynchronous I/O --Rajeev Jain, Houjun Tang, Alash Dhruv, Austin Harris, Suean Byna
• The 17^th Workshop on Workflows in Support of Large-Scale Science (WORKS22). Author/Presenters: (1) Workflow Anomaly Detection with Graph Neural Networks -- Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandai, Patrycja Krwczuk, Lois Pottier, Mariam Kiran, Ewa Deelman; (2) libEnsemble: Flexible Workflows through Dynamic Assignment of Workers and Resources -- Stephen Hudson, Jeffrey Larson, John-Luke Navarro, Stefan Wild; (3) RECUP: A (Meta)data Framework for Reproducing Hybrid Workflows with FAIR – Line Pouchard, Bogdan Nicolae, Rob Ross
• Ninth SC Workshop on Best Practices for HPC Training and Education. Author/Presenters: (1) Exascale Computing Projects’ Broadening Participation Initiative – Suzanne Parete-Koon, Mary Ann Leung, Sreeranjani Ramparkash, Lois Curfman McInnes; (2) Developing Standards for HPC Education and Training Repositories – Scott Lathrop, Susan Mehringer, Aaron Weeden, David Joiner, Kate Cahill, JP Navarro, Joel Coldren
• Third International Workshop on Quantum Computing Software – Author/Presenters: (1) Memory-Efficient Differentiable Programming for Quantum Optimal Control of Discrete Lattices -- Xian Wang, Paul Kairys, Sri Hari Krishna Narayanan, Jan Hueckelheim; (2) Exploiting the Constraint Energy in Constrained Variational Quantum Optimization -- Tianyi Han, Ruslan Shaydulin, Marco Pistoi, Jeffrey Larson

 Birds of a Feather Sessions

• The Checkpoint/Restart Interface Standard: Version 1.0 –Zhengji Zhao, Revecca Hartman-Baker, Gene Cooperman, Bogdan Nicolae
• Addressing HPC’s Carbon Footprint –Andrew Grimshaw, Alan Sill, Jay Boisseau, Andrew Chien, Vincent Lim, Dieter Kranzlmüller, Satoshi Matsuoka
• MPICH: A High-Performance Open-Source MPI Implementation – Ken Raffenetti, Yanfei Guo, Hui Zhou, Rajeev Thakur
• Disaggregated Heterogeneous Architectures – Estela Suarez, Philippe Deniel, Kengu Nakajima, Anshu Dubey, Pierre Axel Lagadec, Nick Wright
• Software Engineering and Reuse in Modeling, Simulation, and Data Analytics for Science and Engineering – David Bernholdt, Anshu Dubey, Nasir Eisty, William Godoy, Mozhgan Kabiri chimeh, Spencer Smith, Marion Weinzieri
• HDF5 in the Era of Exascale and Cloud Computing - Quincey Koziol, Dana Robinson, Rajeev Jain
• Analyzing Parallel I/O – Shane Snyder, Julian Kunkel
• Racial Inclusion and HPC – Addison Snell, Tony Baylis, William Burke, Jim Ganther, Valerie Taylor
• Unified Communication X (UCX) Community. Session leaders:  Jeff Kuehn, Steve Poole, Pavel Shamis, Yanfei Guo, Dhabaleswar Oanda, Perry Schmidt

ECP – Invited Talks: Career Stories – Early Career Program

Presenters: Katherine Schuman, Oded Green, Jack Lange, Valerie Taylor, Indranil Roy

MCS division researchers also actively are serving on numerous Technical Program committees for SC22

• Awards – Franck Cappello (Chair)
• Data Analytics, Visualization & Storage –Sheng Di, Rob Ross
• Machine Learning and HPC – Prasanna Balaprakash, Bogdan Nicolae
• Programming Frameworks and System Software – Andrew Chien
• State of the Practice – Kevin Brown
• Reproducibility – Jose Manuel Monsalve Diaz
• Algorithms – Johann Rudi
• ACM Graduate Posters – Bogdan Nicolae
• ACM Undergraduate Posters – Sheng Di
• Doctoral Showcase Posters – Rinku Gupta

Click here for the full SC22 program.