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High Performance Computing

36th International Conference, ISC High Performance 2021, Virtual Event, June 24 – July 2, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Bradford L. Chamberlain

    1. Hewlett Packard Enterprise, Seattle, USA

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  2. Ana-Lucia Varbanescu

    1. University of Amsterdam, Amsterdam, The Netherlands

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  3. Hatem Ltaief

    1. Extreme Computing Research Center, Thuwal Jeddah, Saudi Arabia

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  4. Piotr Luszczek

    1. The University of Tennessee, Knoxville, Knoxville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12728)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ISC High Performance 2021.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xvii
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  2. Architecture, Networks, and Storage

    1. Front Matter

      Pages 1-1
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    2. Microarchitecture of a Configurable High-Radix Router for the Post-Moore Era

      • Yi Dai, Kai Lu, Junsheng Chang, Xingyun Qi, Jijun Cao, Jianmin Zhang
      Pages 3-17

    3. BluesMPI: Efficient MPI Non-blocking Alltoall Offloading Designs on Modern BlueField Smart NICs

      • Mohammadreza Bayatpour, Nick Sarkauskas, Hari Subramoni, Jahanzeb Maqbool Hashmi, Dhabaleswar K. Panda
      Pages 18-37

    4. Lessons Learned from Accelerating Quicksilver on Programmable Integrated Unified Memory Architecture (PIUMA) and How That’s Different from CPU

      • Jesmin Jahan Tithi, Fabrizio Petrini, David F. Richards
      Pages 38-56

    5. A Hierarchical Task Scheduler for Heterogeneous Computing

      • Narasinga Rao Miniskar, Frank Liu, Aaron R. Young, Dwaipayan Chakraborty, Jeffrey S. Vetter
      Pages 57-76

  3. Machine Learning, AI, and Emerging Technologies

    1. Front Matter

      Pages 77-77
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    2. Auto-Precision Scaling for Distributed Deep Learning

      • Ruobing Han, James Demmel, Yang You
      Pages 79-97

    3. FPGA Acceleration of Number Theoretic Transform

      • Tian Ye, Yang Yang, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
      Pages 98-117

    4. Designing a ROCm-Aware MPI Library for AMD GPUs: Early Experiences

      • Kawthar Shafie Khorassani, Jahanzeb Hashmi, Ching-Hsiang Chu, Chen-Chun Chen, Hari Subramoni, Dhabaleswar K. Panda
      Pages 118-136

    5. A Tunable Implementation of Quality-of-Service Classes for HPC Networks

      • Kevin A. Brown, Neil McGlohon, Sudheer Chunduri, Eric Borch, Robert B. Ross, Christopher D. Carothers et al.
      Pages 137-156

    6. Scalability of Streaming Anomaly Detection in an Unbounded Key Space Using Migrating Threads

      • Brian A. Page, Peter M. Kogge
      Pages 157-175

    7. HTA: A Scalable High-Throughput Accelerator for Irregular HPC Workloads

      • Pouya Fotouhi, Marjan Fariborz, Roberto Proietti, Jason Lowe-Power, Venkatesh Akella, S. J. Ben Yoo
      Pages 176-194

    8. Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems

      • Burak Aksar, Yijia Zhang, Emre Ates, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung et al.
      Pages 195-214

  4. HPC Algorithms and Applications

    1. Front Matter

      Pages 215-215
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    2. COSTA: Communication-Optimal Shuffle and Transpose Algorithm with Process Relabeling

      • Marko Kabić, Simon Pintarelli, Anton Kozhevnikov, Joost VandeVondele
      Pages 217-236

    3. Enabling AI-Accelerated Multiscale Modeling of Thrombogenesis at Millisecond and Molecular Resolutions on Supercomputers

      • Yicong Zhu, Peng Zhang, Changnian Han, Guojing Cong, Yuefan Deng
      Pages 237-254

    4. Evaluation of the NEC Vector Engine for Legacy CFD Codes

      • Keith Obenschain, Yu Yu Khine, Raghunandan Mathur, Gopal Patnaik, Robert Rosenberg
      Pages 255-271

    5. Distributed Sparse Block Grids on GPUs

      • Pietro Incardona, Tommaso Bianucci, Ivo F. Sbalzarini
      Pages 272-290

    6. iPUG: Accelerating Breadth-First Graph Traversals Using Manycore Graphcore IPUs

      • Luk Burchard, Johannes Moe, Daniel Thilo Schroeder, Konstantin Pogorelov, Johannes Langguth
      Pages 291-309
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Other volumes

  1. High Performance Computing

  2. High Performance Computing

Keywords

About this book

This book constitutes the refereed proceedings of the 36th International Conference on High Performance Computing, ISC High Performance 2021, held virtually in June/July 2021.

The 24 full papers presented were carefully reviewed and selected from 74 submissions. The papers cover a broad range of topics such as architecture, networks, and storage; machine learning, AI, and emerging technologies; HPC algorithms and applications; performance modeling, evaluation, and analysis; and programming environments and systems software.

Editors and Affiliations

  • Hewlett Packard Enterprise, Seattle, USA

    Bradford L. Chamberlain

  • University of Amsterdam, Amsterdam, The Netherlands

    Ana-Lucia Varbanescu

  • Extreme Computing Research Center, Thuwal Jeddah, Saudi Arabia

    Hatem Ltaief

  • The University of Tennessee, Knoxville, Knoxville, USA

    Piotr Luszczek

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