SC20 Proceedings

SC Research Poster Archives

  1. Accelerating GMRES with Deep Learning in Real-Time. Kevin Luna (University of Arizona), Johannes Blaschke (Lawrence Berkeley National Laboratory)

  2. Achieving the Performance of Global Adaptive Routing Using Local Information on Dragonfly through Deep Learning. Ram Sharan Chaulagain (Florida State University), Fatema Tabassum Liza (Florida State University), Sudheer Chunduri (Argonne National Laboratory (ANL)), Xin Yuan (Florida State University), Michael Lang (Los Alamos National Laboratory)

  3. AI Meets HPC: Learning the Cell Motion in Biofluids. Ziji Zhang (Stony Brook University), Peng Zhang (Stony Brook University), Changnian Han (Stony Brook University), Guojing Cong (IBM - TJ Watson Research Center), Chih-Chieh Yang (IBM - TJ Watson Research Center), Yuefan Deng (Stony Brook University)

  4. Analysis of FastEddy Model Data on GPUs. Shay Liu (Indiana University), Supreeth Suresh (National Center for Atmospheric Research (NCAR)), Cena Miller (National Center for Atmospheric Research (NCAR)), Jeremy Sauer (National Center for Atmospheric Research (NCAR))

  5. Analyzing Interconnect Congestion on a Production Dragonfly-Based System. Joy Kitson (University of Maryland, Argonne National Laboratory (ANL)), Sudheer Chunduri (Argonne National Laboratory (ANL)), Abhinav Bhatele (University of Maryland)

  6. The Arithmetic Intensity of High-Order Discontinuous Galerkin Methods for Hyperbolic Systems. Suyash Tandon (University of Michigan), Eric Johnsen (University of Michigan)

  7. Characterizing and Approximating I/O Behavior of HDF5 Applications. Neeraj Rajesh (Illinois Institute of Technology), Gerd Heber (HDF Group), Anthony Kougkas (Illinois Institute of Technology), Xian-He Sun (Illinois Institute of Technology)

  8. DaLI: A Data Lifecycle Instrument Toward the Reproducibility of Scientific Research. Hakizumwami Birali Runesha (University of Chicago), Milson Munakami (University of Chicago)

  9. DFS on a Diet: Enabling Reduction Schemes on Distributed File Systems. Ryan Nathanael Soenjoto Widodo (University of Tsukuba), Hirotake Abe (University of Tsukuba), Kazuhiko Kato (University of Tsukuba)

  10. Distributed BERT Pre-Training And Fine-Tuning with Intel-Optimized TensorFlow On Intel Xeon Scalable Processors. Muhammed Emin Ozturk (Ohio State University, University of Utah), Wei Wang (Intel Corporation), Maciej Szankin (Intel Corporation), Lei Shao (Intel Corporation)

  11. Enabling Faster NGS Analysis on Optane-Based Heterogeneous Memory. Jiaolin Luo (University of California, Merced), Luanzheng Guo (University of California, Merced), Jie Ren (University of California, Merced), Kai Wu (University of California, Merced), Dong Li (University of California, Merced)

  12. Evaluating Adaptive Routing Performance on Large-Scale Megafly Topology. Md Nahid Newaz (Oakland University), Md Atiqul Mollah (Oakland University), Peyman Faizian (Florida State University), Zhou Tong (Wheaton College)

  13. Evaluation of Power Controls and Counters on General-Purpose Graphics Processing Units. Ghazanfar Ali (Texas Tech University), Sridutt Bhalachandra (Lawrence Berkeley National Laboratory), Nicholas Wright (Lawrence Berkeley National Laboratory), Alan Sill (Texas Tech University), Yong Chen (Texas Tech University)

  14. Evaluation of Tsunami Inundation Simulation using Vector-Scalar Hybrid MPI on SX-Aurora TSUBASA. Akihiro Musa (Tohoku University, NEC Corporation), Takashi Soga (Tohoku University, NEC Corporation), Takashi Abe (Tohoku University), Masayuki Sato (Tohoku University), Kazuhiko Komatsu (Tohoku University), Shunichi Koshimura (Tohoku University), Hiroaki Kobayashi (Tohoku University)

  15. Fast Scalable Implicit Solver with Convergence of Physics-Based Simulation and Data-Driven Learning: Toward High-Fidelity Simulation with Digital Twin City. Tsuyoshi Ichimura (University of Tokyo, RIKEN), Kohei Fujita (University of Tokyo, RIKEN), Kentaro Koyama (Fujitsu Ltd), Ryota Kusakabe (University of Tokyo), Kazuo Minami (RIKEN), Hikaru Inoue (Fujitsu Ltd), Seiya Nishizawa (RIKEN), Miwako Tsuji (RIKEN), Tatsuo Nishiki (Fujitsu Ltd), Muneo Hori (Japan Agency for Marine-Earth Science and Technology), Lalith Maddegedara (University of Tokyo, RIKEN), Naonori Ueda (RIKEN)

  16. A Hybrid Approach to Scientific Software Package Management on an HPC Cluster. Qiyang Hu (University of California, Los Angeles (UCLA)), Shao-Ching Huang (University of California, Los Angeles (UCLA))

  17. Integrating FPGAs in a Heterogeneous and Portable Parallel Programming Model. Gabriel Rodriguez-Canal (Valladolid University, Spain), Yuri Torres (Valladolid University, Spain), Arturo Gonzalez-Escribano (Valladolid University, Spain)

  18. Long-Time Simulation of Temperature-Varying Conformations of COVID-19 Spike Glycoprotein on IBM Supercomputers. Meichen Song (Stony Brook University), Peng Zhang (Stony Brook University), Changnian Han (Stony Brook University), Ziji Zhang (Stony Brook University), Yuefan Deng (Stony Brook University)

  19. Machine Learning for Data Transfer Anomaly Detection. Masud Bhuiyan (University of Nevada, Reno), Sarah Cooper (University of Nevada, Reno), Engin Arslan (University of Nevada, Reno)

  20. Material Interface Reconstruction Using Machine Learning. Daniel S. Fenn (Lawrence Livermore National Laboratory), Katie E. Lewis (Lawrence Livermore National Laboratory), Charles Doutriaux (Lawrence Livermore National Laboratory)

  21. MiniVite + Metall: A Case Study of Accelerating Graph Analytics Using Persistent Memory Allocator. Keita Iwabuchi (Lawrence Livermore National Laboratory), Sayan Ghosh (Pacific Northwest National Laboratory), Roger Pearce (Lawrence Livermore National Laboratory), Mahantesh Halappanavar (Pacific Northwest National Laboratory), Maya Gokhale (Lawrence Livermore National Laboratory)

  22. Modest Scale HPC on Azure Using CGYRO. Igor Sfiligoi (San Diego Supercomputer Center), Jeff Candy (General Atomics)

  23. Optimization of Tensor-Product Operations in Nekbone on GPUs. Martin Karp (KTH Royal Institute of Technology), Niclas Jansson (KTH Royal Institute of Technology), Artur Podobas (KTH Royal Institute of Technology), Philipp Schlatter (KTH Royal Institute of Technology), Stefano Markidis (KTH Royal Institute of Technology)

  24. Orchestration of a Forecasting Chain for Forest Fire Prevention Using the LEXIS Cloud/HPC Platform. Mohamad Hayek (Leibniz Supercomputing Centre), Laurent Ganne (Atos), Antonio Parodi (CIMA Research Foundation, Italy), Andrea Parodi (CIMA Research Foundation, Italy), Mirko D’Andrea (CIMA Research Foundation, Italy), Rubén J. García-Hernández (Leibniz Supercomputing Centre), Stephan Hachinger (Leibniz Supercomputing Centre), Martin Golasowski (IT4Innovations, Czech Republic), Kateřina Slaninová (IT4Innovations, Czech Republic), Frédéric Donnat (Outpost24), Emanuele Danovaro (European Centre for Medium-Range Weather Forecasts), Johannes Munke (Leibniz Supercomputing Centre), Alberto Scionti (Advanced Computing and Applications LINKS Foundation), Giacomo Vitali (Advanced Computing and Applications LINKS Foundation), Olivier Terzo (Advanced Computing and Applications LINKS Foundation), Jan Martinovič (IT4Innovations, Czech Republic)

  25. Parallel Implementation of a Hybrid Particle-Continuum Finite Element Framework for Blood Clot Biomechanics. Chayut Teeraratkul (University of Colorado), Debanjan Mukherjee (University of Colorado)

  26. Quantifying the Overheads of the Modern Linux I/O Stack. Luke Logan (Illinois Institute of Technology), Anthony Kougkas (Illinois Institute of Technology), Xian-He Sun (Illinois Institute of Technology)

  27. Quantum Circuit Optimization with SPIRAL: A First Look. Scott Mionis (Carnegie Mellon University), Franz Franchetti (Carnegie Mellon University), Jason Larkin (Carnegie Mellon University)

  28. Resource-Efficient FPGA Pseudorandom Number Generation. Husrev Cilasun (University of Minnesota), Ivy Peng (Lawrence Livermore National Laboratory), Maya Gokhale (Lawrence Livermore National Laboratory)

  29. SaddlebagX: High Performance Data Processing with PGAS and UPC++. Aril B. Ovesen B. Ovesen (University of Tromsø – The Arctic University of Norway), Amin M. Khan (Superior Técnico, University of Lisbon), Phuong Ngoc Chau (University of Tromsø – The Arctic University of Norway), Phuong Hoai Ha (University of Tromsø – The Arctic University of Norway)

  30. Scalable Comparative Visualization of Ensembles of Call Graphs Using CallFlow. Suraj P. P. Kesavan (University of California, Davis), Harsh Bhatia (Lawrence Livermore National Laboratory), Abhinav Bhatele (University of Maryland), Stephanie Brink (Lawrence Livermore National Laboratory), Olga Pearce (Lawrence Livermore National Laboratory), Todd Gamblin (Lawrence Livermore National Laboratory), Peer-Timo Bremer (Lawrence Livermore National Laboratory), Kwan-Liu Ma (University of California, Davis)

  31. Semantic Search for Self-Describing Scientific Data Formats. Chenxu Niu (Texas Tech University), Wei Zhang (Texas Tech University), Suren Byna (Lawrence Berkeley National Laboratory), Yong Chen (Texas Tech University)

  32. A Simulation Study of Hardware Parameters for GPU-based HPC Platforms. Saptarshi Bhowmik (Florida State University), Nikhil Jain (Nvidia Corporation), Xin Yuan (Florida State University), Abhinav Bhatele (University of Maryland)

  33. State of I/O in HPC 2020. Keith A. Bateman (Illinois Institute of Technology, Lawrence Livermore National Laboratory), Stephen Herbein (Lawrence Livermore National Laboratory), Anthony Kougkas (Illinois Institute of Technology), Xian-He Sun (Illinois Institute of Technology)

  34. StreamBrain: An HPC DSL for Brain-Like Neural Networks on Heterogeneous Systems. Artur Podobas (KTH Royal Institute of Technology), Martin Svedin (KTH Royal Institute of Technology), Steven W. D. Chien (KTH Royal Institute of Technology), Ivy B. Peng (Lawrence Livermore National Laboratory), Stefano Markidis (KTH Royal Institute of Technology), Pawel Herman (KTH Royal Institute of Technology), Anders Lansner (KTH Royal Institute of Technology, Stockholm University), Naresh Balaji Ravichandran (KTH Royal Institute of Technology)

  35. SynChrono: An MPI-Based, Scalable Physics-Based Simulation Framework for Autonomous Vehicles Operating in Off-Road Conditions. Jay Taves (University of Wisconsin), Aaron Young (University of Wisconsin), Asher Elmquist (University of Wisconsin), Dan Negrut (University of Wisconsin), Radu Serban (University of Wisconsin), Simone Benatti (University of Parma, Italy), Alessandro Tasora (University of Parma, Italy)

  36. TaskWorks: A Task Engine for Empowering Asynchronous Operations in HPC Applications. KAI-YUAN HOU (Northwestern University, Lawrence Berkeley National Laboratory), Quincey Koziol (Lawrence Berkeley National Laboratory), Suren Byna (Lawrence Berkeley National Laboratory)

  37. Towards Optimizing Memory Mapping of Persistent Memory in UMap. Karim Youssef (Virginia Tech, Lawrence Livermore National Laboratory), Keita Iwabuchi (Lawrence Livermore National Laboratory), Wu-chun Feng (Virginia Tech), Maya Gokhale (Lawrence Livermore National Laboratory), Roger Pearce (Lawrence Livermore National Laboratory)

  38. Understanding I/O behavior of Scientific Deep Learning Applications in HPC systems. Hariharan Devarajan (Illinois Institute of Technology), Huihuo Zheng (Argonne National Laboratory (ANL)), Xian-He Sun (Illinois Institute of Technology), Venkatram Vishwanath (Argonne National Laboratory (ANL))

  39. A Workflow Hierarchy-Aware Fault Tolerance System. Subhendu Behera (North Carolina State University), Dong H. Ahn (Lawrence Livermore National Laboratory), Stephen Herbein (Lawrence Livermore National Laboratory), Frank Mueller (North Carolina State University), Barry L. Rountree (Lawrence Livermore National Laboratory)

  40. xBGAS: An Address Space Extension for Scalable High-Performance Computing. Xi Wang (Texas Tech University), John D. Leidel (Tactical Computing Laboratories), Brody Williams (Texas Tech University), Alan Ehret (Texas A&M University), Miguel Mark (Texas A&M University), Michel Kinsy (Texas A&M University), Yong Chen (Texas Tech University)

  41. XPSI: X-ray Free Electron Laser-Based Protein Structure Identifier. Paula Fernanda Olaya García (University of Tennessee), Michael R. Wyatt II (University of Delaware; University of Tennessee, Knoxville), Silvina Caino-Lores (University of Tennessee, Knoxville), Florence Tama (RIKEN, Nagoya University), Osamu Miyashita (RIKEN), Piotr Luszczek (University of Tennessee, Knoxville; University of Tennessee, Innovative Computing Laboratory), Michela Taufer (University of Tennessee, Knoxville)

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