ISC 2020 Research Papers

PLEASE NOTE: The Call for Research Papers is closed!

The ISC research paper sessions provide world-class opportunities for engineers and scientists in academia, industry and government to present and discuss issues, trends and results that will shape the future of high performance computing (HPC), Networking, Storage and AI/Machine Learning.

Chair - Saday Sadayappan

  Research Papers Chair      Saday Sadayappan, University of Utah and Pacific Northwest National Laboratory
  Research Papers Deputy Chair       Brad Chamberlain, CRAY
  Proceedings Chair      Guido Juckeland, Helmholtz-Zentrum Dresden-Rossendorf
  Proceedings Deputy Chair       Hatem Ltaief, KAUST

 

From all Research Papers submitted to the conference, the ISC 2020 Research Papers Committee, which is headed by Prof. Saday Sadayappan, University of Utah and Pacific Northwest National Laboratory, USA, with Brad Chamberlain, CRAY, USA, as Deputy Chair, has selected the following Research Papers for presentation at ISC High Performance 2020:

Monday, June 22

Research Paper Award Session

  • Hans Meuer Award Finalist 1: Load-balancing Parallel Relational Algebra
  • Hans Meuer Award Finalist 2: Time Series Mining at Petascale Performance
  • GCS Award Winning Paper: tba

Research Paper Session - Machine Learning / Big Data

  • HyPar-Flow: Exploiting MPI and Keras for Scalable Hybrid-Parallel DNN Training with TensorFlow
  • Opportunities for Cost Savings with In-transit Visualization
  • Semi-automatic Assessment of I/O Behavior by Inspecting the Individual Client-Node Timelines — An Explorative Study on 10^6 obs
  • Predicting Job Power Consumption Based on RJMS Submission Data in HPC Systems 

Tuesday, June 23

Research Paper Session - Accelerators

  • Using High-Level Synthesis to Implement the Matrix-Vector Product on FPGA
  • FASTHash: FPGA-based High Throughput Parallel Hash Table
  • Enabling Execution of a Legacy CFD Mini Application on Accelerators Using OpenMP 

Research Paper Session - Architecture

  • SHARP Streaming-Aggregation Hardware Design and Evaluation
  • Embedding Algorithms for Quantum Annealers with Chimera and Pegasus Connection Topologies
  • Communication-Aware Hardware-Assisted MPI Overlap Engine 

Research Paper Session - Programming / Scheduling for Hybrid Memory Systems

  • Pattern-Aware Staging for Hybrid Memory Systems
  • Desynchronization and Wave Pattern Formation in MPI-Parallel and Hybrid Memory-Bound Programs
  • Footprint-Aware Power Capping for Hybrid Memory Based Systems 

Research Paper Session - Parallel Programming Models

  • Shared-Memory Parallel Probabilistic GraphicalModeling Optimization: Comparison of Threads,OpenMP, and Data-Parallel Primitives
  • Simplifying Communication Overlap in OpenSHMEM Through Integrated User-Level Thread Scheduling

Wednesday, June 24

Research Paper Session - Performance

  • Understanding HPC Benchmark Performance on Intel Broadwell and Cascade Lake Processors
  • Offsite Autotuning Approach - Performance Model Driven Autotuning Applied to Parallel Explicit ODE Methods
  • Timemory: Modular Performance Analysis for HPC 

Research Paper Session - Linear Algebra

  • DGEMM using Tensor Cores, and Its Accurate and Reproducible Versions
  • Sparse Linear Algebra on AMD and NVIDIA GPUs -- The Race is on
  • Solving Acoustic Boundary Integral Equations Using High Performance Tile Low-Rank LU Factorization 

Research Paper Session - Fault-Tolerance / Resilience

  • TeaMPI—Replication-based Resilience without the (Performance) Pain
  • Evaluating the Performance of Global-Restart Recovery For MPI Fault Tolerance 

Research Paper Session - Scalable Applications

  • Scaling Genomics Data Processing with Memory-Driven Computing to Accelerate Computational Biology
  • Running a Pre-Exascale, Geographically Distributed, Multi-Cloud Scientific Simulation