ACM HPDC 2022

Schedule

• June 27

• • 8:00 am - 9:00 am
    Breakfast and Registration
    The Commons Room
  • 9:00 am - 9:15 am
    General Chairs Welcome
    Johnson Great Room
  • 9:15 am - 9:30 am
    Program Chairs Welcome
    Johnson Great Room
  • 9:30 am - 10:30 am
    Keynote I: HPDC Achievement Award: Franck Cappello (Argonne National Lab)
    A Reflection on Methodologies, Algorithms, and Software for HPDC
    Johnson Great Room
  • 10:30 am - 10:45 am
    Break
    The Commons Room
  • 10:45 am - 12 pm
    Session 1: Data Centers and HPC Systems
    Session Chair: Jens Domke (R-CCS)
    Johnson Great Room

    • 10:45 am - 11:10 am
      DAOS: Data Access-aware Operating System
      SeongJae Park (Amazon) ; Madhuparna Bhowmik (University of Illinois, Urbana-Champaign) ; Alexandru Uta (Amazon)
    • 11:10 am - 11:35 am
      FPVM: Towards a Floating Point Virtual Machine
      Peter Dinda, Nick Wanninger, Jiacheng Ma, Alex Bernat, Charles Bernat, Souradip Ghosh, Christopher Kraemer, Yehya Elmasry (Northwestern University)
    • 11:35 am - 12:00 pm
      Lifting and Dropping VMs to Dynamically Transition Between Time- and Space-sharing for Large-Scale HPC Systems
      Nicholas Gordon (University of Pittsburgh) ; Jack Lange (Oak Ridge National Lab/University of Pittsburgh)
  • 12 pm - 1:30 pm
    Lunch
    The Commons Room
  • 1:30 pm - 2:45 pm
    Session 2: HPC Memory, I/O, and Storage Systems
    Session Chair: Haiying Xu (UCAR)
    Johnson Great Room

    • 1:30 pm - 1:55 pm
      Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load
      Jean Luca Bez (Lawrence Berkeley National Laboratory) ; Ahmad Maroof Karimi (Oak Ridge National Laboratory) ; Arnab K. Paul (Birla Institute of Technology and Science) ; Bing Xie (Oak Ridge National Laboratory) ; Suren Byna (Lawrence Berkeley National Laboratory) ; Philip Carns (Argonne National Laboratory) ; Sarp Oral (Oak Ridge National Laboratory) ; Feiyi Wang, Jesse Hanley (Oak Ridge National Laboratory)
    • 1:55 pm - 2:20 pm
      NVMe-oAF: Towards Adaptive NVMe-oF for IO-Intensive Workloads on HPC Cloud
      Arjun Kashyap, Xiaoyi Lu (University of California, Merced)
    • 2:20 pm - 2:45 pm
      Capri: Compiler and Architecture Support for Whole-System Persistence
      Jungi Jeong, Jianping Zeng, Changhee Jung (Purdue University)
  • 2:45 pm - 3:15 pm
    Break
    The Commons Room
  • 5:00 pm - 7:00 pm
    Poster Session and Reception
    Thomas Swain Room

• June 28th

• • 8:00 am - 9:00 am
    Breakfast and Registration
    The Commons Room
  • 9:00 am - 10:00 am
    Keynote II: Sudhanva Gurumurthi (AMD)
    Heterogeneous Systems Resilience: From Research to Industry Standards
    Johnson Great Room
  • 10:00 am - 10:30 am
    Break
    The Commons Room
  • 10:30 am - 12:10 pm
    Session 3: Reliability and Scheduling
    Session Chair: Peter Dinda (Northwestern University)
    Johnson Great Room

    • 10:30 am - 10:55 am
      Understanding Memory Failures on a Petascale Arm System
      Kurt Ferreira, Scott Levy, Joshua Hemmert, Kevin Pedretti (Sandia National Laboratories)
    • 10:55 am - 11:20 am
      SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning
      Di Zhang, Dong Dai (University of North Carolina) ; Bing Xie (Oak Ridge National Laboratory)
    • 11:20 am - 11:45 am
      Holmes: SMT Interference Diagnosis and CPU Scheduling for Job Co-location
      Aidi Pi, Xiaobo Zhou (University of Colorado) ; ChengZhong Xu (University of Macau)
    • 11:45 am - 12:10 pm
      TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on GPU
      Qiang Fu (George Washington University) ; Yuede Ji (University of North Texas) ; H. Howie Huang (George Washington University)
  • 12:10 pm - 1:30 pm
    Lunch
    The Commons Room
  • 1:30 pm - 3:10 pm
    Session 4: HPC Algorithms
    Session Chair: Ali Butt (Virginia Tech)
    Johnson Great Room

    • 1:30 pm - 1:55 pm
      TAC: Optimizing Error-Bounded Lossy Compression for Three Dimensional Adaptive Mesh Refinement Simulations
      Daoce Wang (Washington State University) ;Jesus Pulido, Pascal Grosset (Los Alamos National Laboratory) ; Sian Jin, Jiannan Tian (Washington State University) ; James Ahrens (Los Alamos National Laboratory) ; Dingwen Tao (Washington State University)
    • 1:55 pm - 2:20 pm
      Communication-aware Sparse Patterns for the Factorized Approximate Inverse Preconditioner
      Sergi Laut, Marc Casas, Ricard Borrell (Barcelona Supercomputing Center)
    • 2:20 pm - 2:45 pm
      Ultra-fast Error-bounded Lossy Compression for Scientific Dataset
      Xiaodong Yu, Sheng Di (Argonne National Laboratory) ; Kai Zhao (UC, Riverside) ; Jiannan Tian, Dingwen Tao (Washington State University) ; Xin Liang (Missouri University of Science and Technology) ; Franck Cappello (Argonne National Laboratory)
    • 2:45 pm - 3:10 pm
      Optimizing the Bruck Algorithm for Non-uniform All-to-all Communication
      Ke Fan, Thomas Gilray (University of Alabama) ; Valerio Pascucci, Xuan Huang (University of Utah) ; Kristopher Micinski (Syracuse University) ; Sidharth Kumar (University of Alabama)
  • 3:10 pm - 3:45 pm
    Break
    The Commons Room
  • 6:30 pm - 8:30 pm
    Evening Banquet
    University Hall

• June 29th

• • 8:00 am - 9:00 am
    Breakfast and Registration
    The Commons Room
  • 9:00 am - 10:00 am
    Keynote III: Manish Parashar (University of Utah)
    Data-Management for Extreme Science: Experiences in Translational Computer Science Research
    Johnson Great Room
  • 10:00 am - 10:45 am
    Break
    The Commons Room
  • 10:45 am - 12 pm
    Session 5: HPC Toolchains, Traces, and More
    Session Chair: Jack Lange (Oak Ridge National Laboratory)
    Johnson Great Room

    • 10:45 am - 11:10 am
      SciStream: Architecture and Toolkit for Data Streaming between Federated Science Instruments
      Joaquin Chung (Argonne National Laboratory) ; Wojciech Zacherek (Rose-Hulman Institute of Technology) ; AJ Wisniewski (University of Illinois at Urbana-Champaign) ; Zhengchun Liu, Tekin Bicer, Raj Kettimuthu, Ian Foster (Argonne National Laboratory)
    • 11:10 am - 11:35 am
      Machine Learning Assisted HPC Workload Trace Generation for Leadership Scale Storage Systems
      Arnab K. Paul (BITS-Pilani, Goa) ; Jong Youl Choi, Ahmad Maroof Karimi, Feiyi Wang (Oak Ridge National Laboratory)
    • 11:35 am - 12:00 pm
      PROV-IO: An I/O-Centric Provenance Framework for Scientific Data on HPC Systems
      Runzhou Han (Iowa State University) ; Suren Byna, Houjun Tang (Lawrence Berkeley National Laboratory) ; Mai Zheng (Iowa State University)
  • 12:00 pm - 1:30 pm
    Lunch
    The Commons Room
  • 1:30 pm - 3:10 pm
    Session 6: Cloud Computing and Machine Learning
    Session Chair: Dingwen Tao (Washington State University)
    Johnson Great Room

    • 1:30 pm - 1:55 pm
      Locality-aware Load-Balancing For Serverless Clusters
      Alexander Fuerst, Prateek Sharma (Indiana University)
    • 1:55 pm - 2:20 pm
      Practical Efficient Microservice Autoscaling with QoS Assurance
      Md Rajib Hossen, Mohammad A Islam (UT Arlington) ; Kishwar Ahmed (U of South Carolina Beaufort)
    • 2:20 pm - 2:45 pm
      Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs
      Fahao Chen, Peng Li (The University of Aizu) ; Celimuge Wu (University of Electro-Communications) ; Song Guo (Hong Kong Polytechnic University)
    • 2:45 pm - 3:10 pm
      Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures
      Krishna Teja Chitty Venkata (Iowa State University) ; Murali Emani, Venkatram Vishwanath (Argonne National Laboratory) ; Arun K Somani (Iowa State University)
  • 3:10 pm
    Closing Remarks by the General Chairs
    Johnson Great Room

• June 30th, July 1st

• • Workshops
    Visit Workshops for more information.