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High Performance Computing. ISC High Performance 2022 International Workshops

Hamburg, Germany, May 29 – June 2, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Hartwig Anzt

    1. University of Tennessee, Knoxville, USA

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  2. Amanda Bienz

    1. University of New Mexico, Albuquerque, USA

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  3. Piotr Luszczek

    1. University of Tennessee, Knoxville, USA

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  4. Marc Baboulin

    1. Université Paris-Saclay, Orsay, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13387)

Included in the following conference series:

Conference proceedings info: ISC High Performance 2022.

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About this book

This book constitutes the refereed conference proceedings of the workshops held at the 37th International ISC High Performance 2022 Conference, in Hamburg, Germany, in June 2, 2022.

The 27 full papers were included in this book were carefully reviewed and selected from 43 submissions. 


ISC High Performance 2022 presents the following workshops:


Compiler-assisted Correctness Checking and Performance Optimization for HPC


HPC on Heterogeneous Hardware (H3)



Malleability Techniques Applications in High Performance Computing



Fifth Workshop on Interactive High Performance Computing


3rd ISC HPC International Workshop on Monitoring & Operational Data Analytics


6th International Workshop on In Situ Visualization


17th Workshop on Virtualization in High Performance Cloud Computing



Chapter “Compiler-Assisted Instrumentation Selection for Large-Scale C++ Codes” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.








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Table of contents (28 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Compiler-Assisted Correctness Checking and Performance Optimization for HPC

    1. Front Matter

      Pages 1-4
      Download chapter PDF

    2. Compiler-Assisted Instrumentation Selection for Large-Scale C++ Codes

      • Sebastian Kreutzer, Christian Iwainsky, Jan-Patrick Lehr, Christian Bischof
      Pages 5-19Open Access

    3. Lightweight Array Contraction by Trace-Based Polyhedral Analysis

      • Hugo Thievenaz, Keiji Kimura, Christophe Alias
      Pages 20-32

    4. Detecting Scale-Induced Overflow Bugs in Production HPC Codes

      • Justs Zarins, Michèle Weiland, Paul Bartholomew, Leigh Lapworth, Mark Parsons
      Pages 33-43

  3. HPC on Heterogeneous Hardware (H3)

    1. Front Matter

      Pages 45-45
      Download chapter PDF

    2. AI Benchmarking for Science: Efforts from the MLCommons Science Working Group

      • Jeyan Thiyagalingam, Gregor von Laszewski, Junqi Yin, Murali Emani, Juri Papay, Gregg Barrett et al.
      Pages 47-64

    3. Performance Analysis of Matrix Multiplication for Deep Learning on the Edge

      • Cristian Ramírez, Adrián Castelló, Héctor Martínez, Enrique S. Quintana-Ortí
      Pages 65-76

    4. Strategies for Efficient Execution of Pipelined Conjugate Gradient Method on GPU Systems

      • Manasi Tiwari, Sathish Vadhiyar
      Pages 77-89

    5. A Multi-Level Platform-Independent GPU API for High-Level Programming Models

      • Akihiro Hayashi, Sri Raj Paul, Vivek Sarkar
      Pages 90-107

    6. Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads

      • René Caspart, Sebastian Ziegler, Arvid Weyrauch, Holger Obermaier, Simon Raffeiner, Leon Pascal Schuhmacher et al.
      Pages 108-121

  4. Malleability Techniques Applications in High Performance Computing

    1. Front Matter

      Pages 123-128
      Download chapter PDF

    2. Detecting Interference Between Applications and Improving the Scheduling Using Malleable Application Proxies

      • Alberto Cascajo, David E. Singh, Jesus Carretero
      Pages 129-146

    3. An Emulation Layer for Dynamic Resources with MPI Sessions

      • Jan Fecht, Martin Schreiber, Martin Schulz, Howard Pritchard, Daniel J. Holmes
      Pages 147-161

    4. Exploiting OpenMP Malleability with Free Agent Threads and DLB

      • Joel Criado, Victor Lopez, Joan Vinyals-Ylla-Catala, Guillem Ramirez-Miranda, Xavier Teruel, Marta Garcia-Gasulla
      Pages 162-175

    5. QR Factorization Using Malleable BLAS on Multicore Processors

      • Adrián Castelló, Sandra Catalán, Francisco D. Igual, Enrique S. Quintana-Ortí, Rafael Rodríguez-Sánchez
      Pages 176-189

    6. IMSS: In-Memory Storage System for Data Intensive Applications

      • Javier Garcia-Blas, David E. Singh, Jesus Carretero
      Pages 190-205

    7. On the Convergence of Malleability and the HPC PowerStack: Exploiting Dynamism in Over-Provisioned and Power-Constrained HPC Systems

      • Eishi Arima, A. Isaías Comprés, Martin Schulz
      Pages 206-217

  5. The Fifth Workshop on Interactive High Performance Computing

    1. Front Matter

      Pages 219-219
      Download chapter PDF

    2. Interactive, Cloud-Native Workflows on HPC Using KNoC

      • Evangelos Maliaroudakis, Antony Chazapis, Alexandros Kanterakis, Manolis Marazakis, Angelos Bilas
      Pages 221-232
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Other volumes

  1. High Performance Computing

  2. High Performance Computing. ISC High Performance 2022 International Workshops

Editors and Affiliations

  • University of Tennessee, Knoxville, USA

    Hartwig Anzt, Piotr Luszczek

  • University of New Mexico, Albuquerque, USA

    Amanda Bienz

  • Université Paris-Saclay, Orsay, France

    Marc Baboulin

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