SC22 Proceedings

SC Technical Program Archives

Research Posters

  • Accelerated COVID-19 CT Image Enhancement via Sparse Tensor Cores. Ayush Chaturvedi (Virginia Tech), Wu Chun Feng (Virginia Tech)
  • Agile Acceleration of LLVM Flang Support for Fortran 2018 Parallel Programming. Katherine Rasmussen (Lawrence Berkeley National Laboratory (LBNL)), Damian Rouson (Lawrence Berkeley National Laboratory (LBNL)), Najé George (San Diego State University), Dan Bonachea (Lawrence Berkeley National Laboratory (LBNL)), Hussain Kadhem (Lawrence Berkeley National Laboratory (LBNL)), Brian Friesen (Lawrence Berkeley National Laboratory (LBNL))
  • Analysis and Visualization of Important Performance Counters to Enhance Interpretability of Autotuner Output. Mohammad Zaeed (Texas State University), Tanzima Z. Islam (Texas State University), Younghyun Cho (University of California, Berkeley), Xiaoye Sherry Li (Lawrence Berkeley National Laboratory (LBNL)), Hengrui Luo (Lawrence Berkeley National Laboratory (LBNL)), Yang Liu (Lawrence Berkeley National Laboratory (LBNL))
  • Analyzing NOvA Neutrino Data with the Perlmutter Supercomputer. Norm Buchanan (Colorado State University), Steven Calvez (Colorado State University), Derek Doyle (Colorado State University), V. Hewes (Fermi National Accelerator Laboratory), Alexander Himmel (Fermi National Accelerator Laboratory), James Kowalkowski (Fermi National Accelerator Laboratory), Andrew Norman (Fermi National Accelerator Laboratory), Marc Paterno (Fermi National Accelerator Laboratory), Tom Peterka (Argonne National Laboratory (ANL)), Saba Sehrish (Fermi National Accelerator Laboratory), Alexandre Sousa (University of Cincinnati), Tarak Thakore (University of Cincinnati), Orcun Yildiz (Argonne National Laboratory (ANL))
  • An Approach for Large-Scale Distributed FFT Framework on GPUs. Yichang Hu (South China University of Technology, Guangzhou, China), BinBin Zhou (South China University of Technology, Guangzhou, China), Lu Lu (Advanced Micro Devices (AMD) Inc)
  • Artificial Intelligence Reconstructs Missing Climate Information. Christopher Kadow (German Climate Computing Centre (DKRZ)), Étienne Plésiat (German Climate Computing Centre (DKRZ)), Johannes Meuer (German Climate Computing Centre (DKRZ)), David Matthew Hall (NVIDIA Corporation), Uwe Ulbrich (Free University of Berlin), Hannes Thiemann (German Climate Computing Centre (DKRZ)), Thomas Ludwig (German Climate Computing Centre (DKRZ))
  • A Bayesian Optimization-Assisted, High-Performance Simulator for Modeling RF Accelerator Cavities. Aman Rani (Texas Tech University), Yang Liu (Lawrence Berkeley National Laboratory (LBNL)), Tianhuan Luo (Lawrence Berkeley National Laboratory (LBNL)), Hengrui Luo (Lawrence Berkeley National Laboratory (LBNL)), Xiaoye Li (Lawrence Berkeley National Laboratory (LBNL))
  • A C++20 Interface for MPI 4.0. Ali Can Demiralp (RWTH Aachen University), Philipp Martin (RWTH Aachen University), Niko Sakic (RWTH Aachen University), Marcel Krüger (RWTH Aachen University), Tim Gerrits (RWTH Aachen University)
  • CANDY: An Efficient Framework for Updating Properties on Large Scale Dynamic Networks. Aashish Pandey (University of North Texas), Arindam Khanda (Missouri University of Science and Technology), Sriram Srinivasan (University of Oregon), Sanjukta Bhowmick (University of North Texas), Sajal Das (Missouri University of Science and Technology), Boyana Norris (University of Oregon)
  • Case Study for Performance-Portability of Lattice Boltzmann Kernels. Geng Liu (Argonne National Laboratory (ANL)), Amanda Randles (Duke University), Joseph Insley (Argonne National Laboratory (ANL), Northern Illinois University), Saumil Patel (Argonne National Laboratory (ANL)), Silvio Rizzi (Argonne National Laboratory (ANL)), Victor Mateevitsi (Argonne National Laboratory (ANL))
  • CGYRO Performance on Slingshot-Connected Perlmutter GPU nodes. Igor Sfiligoi (University of California, San Diego (UCSD)), Emily Belli (General Atomics), Jeff Candy (General Atomics)
  • CLIP-ACQUA: CLIP Autoencoder-Based Classic-Quantum Latent Space Reduction. Pablo Rivas (Baylor University), Liang Zhao (St Ambrose University)
  • Custom 8-bit Floating Point Value Format for Reducing Shared Memory Bank Conflict in Approximate Nearest Neighbor Search. Hiroyuki Ootomo (Tokyo Institute of Technology), Akira Naruse (NVIDIA Corporation)
  • Debris Pose Estimation Using Deep Learning on FPGA. Shintaro Hashimoto (Japan Aerospace Exploration Agency (JAXA))
  • Distributed Deep Learning on HPC for Infilling Holes in Spatial Precipitation Data. Johannes Meuer (German Climate Computing Centre (DKRZ)), Étienne Plésiat (German Climate Computing Centre (DKRZ)), Hannes Thiemann (German Climate Computing Centre (DKRZ)), Thomas Ludwig (German Climate Computing Centre (DKRZ)), Christopher Kadow (German Climate Computing Centre (DKRZ))
  • Efficient Sparse Deep Neural Network Computation on GPU with TVM. Lillian Wang (University of North Texas), Avik Malladi (University of North Texas), Yuede Ji (University of North Texas)
  • Enabling Energy Systems Research on HPC. Thomas Breuer (Forschungszentrum Jülich, Juelich Supercomputing Centre (JSC)), Karl-Kiên Cao (German Aerospace Center (DLR)), Manuel Wetzel (German Aerospace Center (DLR)), Ulrich Frey (German Aerospace Center (DLR)), Shima Sasanpour (German Aerospace Center (DLR)), Jan Buschmann (German Aerospace Center (DLR)), Aileen Böhme (GAMS Development Corp.), Charlie Vanaret (Berlin Institute of Technology)
  • Exploring FPGA Acceleration of Seed Selection in Influence Maximization. Reece Neff (Pacific Northwest National Laboratory (PNNL), North Carolina State University), Marco Minutoli (Pacific Northwest National Laboratory (PNNL)), Antonino Tumeo (Pacific Northwest National Laboratory (PNNL)), Mahantesh Halappanavar (Pacific Northwest National Laboratory (PNNL)), Michela Becchi (North Carolina State University)
  • Exploring Performance of GeoCAT data analysis routines on GPUs. Haniye Kashgarani (University of Wyoming), Cena Miller (National Center for Atmospheric Research (NCAR)), Supreeth Suresh (National Center for Atmospheric Research (NCAR)), Anissa Zacharias (National Center for Atmospheric Research (NCAR))
  • Extreme-Scale Computational Fluid Dynamics with AMR on GPUs. Joshua Hoke Davis (University of Maryland), Justin Shafner (University of Maryland), Daniel Nichols (University of Maryland), Nathan Grube (University of Maryland), Pino Martin (University of Maryland), Abhinav Bhatele (University of Maryland)
  • High-Resolution Simulation of Earthquake Recurrence Enabled by Optimization for Multi-Core CPUs and Large-Scale Parallelization. Ryosuke Ando (University of Tokyo), So Ozawa (Stanford University), Akihiro Ida (Japan Agency for Marine-Earth Science and Technology), Tatsuya Hoshino (University of Tokyo), Kazunori Muramatsu (University of Tokyo), Ryoya Matsushima (University of Tokyo), Masatoshi Kawai (University of Tokyo), Toshihiro Hanawa (University of Tokyo)
  • A Holistic View of Memory Utilization on Perlmutter. Jie Li (Texas Tech University), Georgios Michelogiannakis (Lawrence Berkeley National Laboratory (LBNL)), Brandon Cook (Lawrence Berkeley National Laboratory (LBNL)), Yong Chen (Texas Tech University)
  • Improvements to Hardware-Accelerated 3D Single Particle Imaging Data Reconstruction. Niteya Shah (Virginia Tech, Los Alamos National Laboratory (LANL)), Christine Sweeney (Los Alamos National Laboratory (LANL)), Vinay Ramakrishnaiah (Los Alamos National Laboratory (LANL))
  • Interactive Visual Analysis Tool for Anomaly Provenance Data. Alicia Guite (Texas State University), Tanzima Z. Islam (Texas State University), Christopher Kelly (Brookhaven National Laboratory), Wei Xu (Brookhaven National Laboratory)
  • KokkACC: Enhancing Kokkos with OpenACC. Pedro Valero-Lara (Oak Ridge National Laboratory (ORNL)), Seyong Lee (Oak Ridge National Laboratory (ORNL)), Marc Gonzalez-Tallada (Oak Ridge National Laboratory (ORNL)), Joel Denny (Oak Ridge National Laboratory (ORNL)), Jeffrey Vetter (Oak Ridge National Laboratory (ORNL))
  • Learning to Parallelize Source Code via OpenMP with Transformers. Re'em Harel (Ben-Gurion University of the Negev, Israel), Yuval Pinter (Ben-Gurion University of the Negev, Israel), Gal Oren (Technion - Israel Institute of Technology)
  • Leveraging Stencil Computation Performance with Temporal Blocking Using Large Cache Capacity on AMD EPYC 7003 Processors with AMD 3D V-Cache Technology. Long Qu (King Abdullah University of Science and Technology (KAUST)), Hatem Ltaief (King Abdullah University of Science and Technology (KAUST)), David Keyes (King Abdullah University of Science and Technology (KAUST))
  • A Light-Weight and Unsupervised Method for Near Real-time Anomaly Detection Using Operational Data Measurement. Tom Richard Vargis (Technical University Dresden), Siavash Ghiasvand (Technical University Dresden, ZIH)
  • Live Containerized Service Migration Across Edge to Cloud Continuum. Thanawat Chanikaphon (University of Louisiana at Lafayette, High Performance Cloud Computing (HPCC) Lab), Mohsen Amini Salehi (University of Louisiana at Lafayette, High Performance Cloud Computing (HPCC) Lab)
  • Loimos: A Large-Scale Epidemic Simulation Framework for Realistic Social Contact Networks. Joy Kitson (University of Maryland), Ian Costello (University of Maryland), Jiangzhuo Chen (University of Virginia), Jaemin Choi (University of Illinois), Stefan Hoops (University of Virginia), Diego Jiménez (Costa Rica National High Technology Center), Tamar Kellner (University of Maryland), Esteban Meneses (Costa Rica National High Technology Center), Henning Mortveit (University of Virginia), Jae-Seung Yeom (Lawrence Livermore National Laboratory), Laxmikant V. Kale (University of Illinois), Madhav V. Marathe (University of Virginia), Abhinav Bhatele (University of Maryland)
  • Low-Precision Multi-GPU Detection Approach for Massive MIMO Technology. Adel Dabah (King Abdullah University of Science and Technology (KAUST)), Hatem Ltaief (King Abdullah University of Science and Technology (KAUST)), Zouheir Rezki (University of California, Santa Cruz), Slim Alouini (King Abdullah University of Science and Technology (KAUST)), David Keyes (King Abdullah University of Science and Technology (KAUST))
  • Modeling Allocation of Heterogeneous Storage Resources on HPC Systems. Julien Monniot (French Institute for Research in Computer Science and Automation (INRIA)), François Tessier (French Institute for Research in Computer Science and Automation (INRIA)), Gabriel Antoniu (French Institute for Research in Computer Science and Automation (INRIA))
  • Modeling Supraventricular Tachycardia Using Dynamic Computer-Generated Left Atrium. Bryant Wyatt (Tarleton State University), Avery Campbell (Tarleton State University), Gavin McIntosh (Tarleton State University), Melanie Little (Tarleton State University), Brandon Wyatt (Johnson & Johnson)
  • A Multifaceted Approach to Automated I/O Bottleneck Detection for HPC Workloads. Izzet Yildirim (Illinois Institute of Technology), Hariharan Devarajan (Lawrence Livermore National Laboratory), Anthony Kougkas (Illinois Institute of Technology), Xian-He Sun (Illinois Institute of Technology), Kathryn Mohror (Lawrence Livermore National Laboratory)
  • New Accelerated Mixed-Precision Parallel Algorithms for Hermitian Eigenvalue Problem. Yaohung Tsai (University of Tennessee), Piotr Luszczek (University of Tennessee), Jack Dongarra (University of Tennessee)
  • Noncommittal Commits: Predicting Performance Slowdowns in Version Control History. Daniel Nichols (University of Maryland), Dilan Gunawardana (University of Maryland), Aniruddha Marathe (Lawrence Livermore National Laboratory), Todd Gamblin (Lawrence Livermore National Laboratory), Abhinav Bhatele (University of Maryland)
  • Novel Multi Data Acquisition and Hybrid Neural Network for Pipe Inspection and Imaging. Guang An Ooi (King Abdullah University of Science and Technology (KAUST)), Mehmet Ozakin (King Abdullah University of Science and Technology (KAUST)), Tarek Mostafa (King Abdullah University of Science and Technology (KAUST)), Moutazbellah Khater (King Abdullah University of Science and Technology (KAUST)), Ahmed Aljarro (Saudi Aramco), Hakan Bagci (King Abdullah University of Science and Technology (KAUST)), Shehab Ahmed (King Abdullah University of Science and Technology (KAUST))
  • Parallel Computing Accelerates Sequential Deep Networks Model in Turbulent Flow Forecasting. Reza Hassanian (University of Iceland), Morris Riedel (University of Iceland, Juelich Supercomputing Centre (JSC)), Ásdís Helgadottír (University of Iceland)
  • Parameterized Radix-r Bruck Algorithm for All-to-All Communication. Ke Fan (University of Alabama, Birmingham), Sidharth Kumar (University of Alabama, Birmingham)
  • PDTgcomp: Compilation Framework for Data Transformation Kernels on GPU. Tri Nguyen (North Carolina State University), Michela Becchi (North Carolina State University)
  • Performance of OpenMP Loop Transformations for the Acoustic Wave Stencil on GPUs. Hermes Senger (Federal University of Sao Carlos, Brazil; University of São Paulo), Jaime Freire de Souza (Federal University of Sao Carlos, Brazil), Leticia Suellen Farias Machado (Federal University of Sao Carlos, Brazil), Edson Satoshi Gomi (University of São Paulo), Claude Tadonki (Paris School of Mines), Simon McIntosh-Smith (University of Bristol)
  • PowerMan: Online Power Capping by Computationally Informed Machine Learning. Johannes Gebert (High Performance Computing Center (HLRS), Stuttgart; University of Stuttgart), Daniel Barry (University of Tennessee, Innovative Computing Laboratory (ICL)), Jack Dongarra (University of Tennessee, Innovative Computing Laboratory (ICL))
  • Predicting Cross-Platform Relative Performance with Deep Generative Models. Daniel Nichols (University of Maryland), Jae-Seung Yeom (Lawrence Livermore National Laboratory), Abhinav Bhatele (University of Maryland)
  • Scalable GPU Accelerated Simulation of Multiphase Compressible Flow. Anand Radhakrishnan (Georgia Institute of Technology), Henry Le Berre (Georgia Institute of Technology), Spencer Bryngelson (Georgia Institute of Technology)
  • Self Supervised Solution for Analysis of Molecular Dynamics Simulations In Situ. Harshita Sahni (University of New Mexico), Trilce Estrada (University of New Mexico)
  • Self-Supervised Learning for Automated Species Detection from Passively Recorded Soundscapes in Avian Diversity Monitoring. Dario Dematties (Argonne National Laboratory (ANL)), Bhupendra A. Raut (Argonne National Laboratory (ANL)), Rajesh Sankaran (Argonne National Laboratory (ANL)), Nicola J. Ferrier (Argonne National Laboratory (ANL))
  • SOLLVE Verification and Validation OpenMP Testsuite. Thomas Huber (University of Delaware), Swaroop Pophale (Oak Ridge National Laboratory (ORNL)), Nolan Baker (University of Delaware), Nikhil Rao (University of Delaware), Michael Carr (University of Delaware), Jaydon Reap (University of Delaware), Kristina Holsapple (University of Delaware), Joshua Davis (University of Maryland), Tobias Burnus (Siemens Electronic Design Automation), Seyong Lee (Oak Ridge National Laboratory (ORNL)), David Bernholdt (Oak Ridge National Laboratory (ORNL)), Sunita Chandrasekaran (University of Delaware)
  • Statistical and Causal Analysis of Chimbuko Provenance Database. Margaret Ajuwon (Morgan State University), Serges Love Teutu Talla (Morgan State University), Isabelle Kemajou-Brown (Morgan State University), Christopher Kelly (Brookhaven National Laboratory), Kerstin Kleese Van Dam (Brookhaven National Laboratory)
  • Supporting Efficient Workflow Deployment of Federated Learning Systems on the Computing Continuum. Cédric Prigent (French Institute for Research in Computer Science and Automation (INRIA)), Gabriel Antoniu (French Institute for Research in Computer Science and Automation (INRIA)), Alexandru Costan (French Institute for Research in Computer Science and Automation (INRIA)), Loïc Cudennec (DGA Information Literacy, France)
  • Tensor Processing Primitives in the Computational Sciences: Earthquake Simulations. Alexander Breuer (Friedrich Schiller University Jena, Germany), Alexander Heinecke (Intel Corporation), Antonio Noack (Friedrich Schiller University Jena, Germany), Evangelos Georganas (Intel Corporation), Kirill Voronin (Intel Corporation)
  • Toward Scalable Voxelization of Meshes with High Growth Rate. Markéta Hrabánková (IT4Innovations, Czech Republic; VSB – Technical University of Ostrava, Czech Republic), Ondřej Meca (IT4Innovations, Czech Republic; VSB – Technical University of Ostrava, Czech Republic), Tomáš Brzobohatý (IT4Innovations, Czech Republic; VSB – Technical University of Ostrava, Czech Republic), Lubomír Říha (IT4Innovations, Czech Republic; VSB – Technical University of Ostrava, Czech Republic), Milan Jaroš (IT4Innovations, Czech Republic; VSB – Technical University of Ostrava, Czech Republic), Petr Strakoš (IT4Innovations, Czech Republic; VSB – Technical University of Ostrava, Czech Republic)
  • Traffic Flow Optimization in Smart Cities: Leveraging HPC Resources for Automatic Design Space Exploration. Martin Šurkovský (IT4Innovations, Czech Republic), Jakub Beránek (IT4Innovations, Czech Republic), Kateřina Slaninová (IT4Innovations, Czech Republic), Jan Martinovič (IT4Innovations, Czech Republic), Radim Cmar (Sygic, Slovak Republic)
  • Transformations for Energy Efficient Accelerated Chain Matrix Multiplication (TEE-ACM2). Maxim Moraru (University of Reims Champagne-Ardenne (URCA)), Mina Warnet (University of Reims Champagne-Ardenne (URCA)), Julien Loiseau (Los Alamos National Laboratory (LANL)), Vinay Ramakrishnaiah (Los Alamos National Laboratory (LANL)), Nirmal Prajapati (Los Alamos National Laboratory (LANL)), Hyun Lim (Los Alamos National Laboratory (LANL)), Sumathi Lakshmiranganatha (Los Alamos National Laboratory (LANL)), Jamal Mohd-Yusof (Los Alamos National Laboratory (LANL)), Karen Tsai (Los Alamos National Laboratory (LANL)), Richard Berger (Los Alamos National Laboratory (LANL)), Patrick McCormick (Los Alamos National Laboratory (LANL))
  • Using Umpire’s Coalescing Heuristics to Improve Memory Performance. Kristi Belcher (Lawrence Livermore National Laboratory), David Beckingsale (Lawrence Livermore National Laboratory), Marty McFadden (Lawrence Livermore National Laboratory)
  • Visual Analysis on the Resilience of HPC Applications Using Control-Flow Graph. Hailong Jiang (Kent State University), Shaolun Ruan (Singapore Management University), Bo Fang (Pacific Northwest National Laboratory (PNNL)), Kevin Barker (Pacific Northwest National Laboratory (PNNL)), Ang Li (Pacific Northwest National Laboratory (PNNL)), Yong Wang (Singapore Management University), Qiang Guan (Kent State University)
  • VkFFT – Vulkan/CUDA/HIP/OpenCL/Level Zero GPU FFT Library. Dmitrii Tolmachev (ETH Zürich)
  • xDSL: A Common Compiler Ecosystem for Domain Specific Languages. Nick Brown (Edinburgh Parallel Computing Centre (EPCC), University of Edinburgh)


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