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Parallel Processing and Applied Mathematics

14th International Conference, PPAM 2022, Gdansk, Poland, September 11–14, 2022, Revised Selected Papers, Part II

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Roman Wyrzykowski

    1. Czestochowa University of Technology, Czestochowa, Poland

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  2. Jack Dongarra

    1. University of Tennessee, Knoxville, USA

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  3. Ewa Deelman

    1. University of Southern California, Marina del Rey, USA

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  4. Konrad Karczewski

    1. Czestochowa University of Technology, Czestochowa, Poland

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13827)

Included in the following conference series:

Conference proceedings info: PPAM 2022.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xxii
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  2. 9th Workshop on Language-Based Parallel Programming (WLPP 2022)

    1. Front Matter

      Pages 1-1
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    2. Kokkos-Based Implementation of MPCD on Heterogeneous Nodes

      • Rene Halver, Christoph Junghans, Godehard Sutmann
      Pages 3-13

    3. Comparison of Load Balancing Schemes for Asynchronous Many-Task Runtimes

      • Lukas Reitz, Kai Hardenbicker, Claudia Fohry
      Pages 14-26

    4. New Insights on the Revised Definition of the Performance Portability Metric

      • Ami Marowka
      Pages 27-38

    5. Inferential Statistical Analysis of Performance Portability

      • Ami Marowka
      Pages 39-50

    6. NPDP Benchmark Suite for Loop Tiling Effectiveness Evaluation

      • Marek Palkowski, Wlodzimierz Bielecki
      Pages 51-62

    7. Parallel Vectorized Implementations of Compensated Summation Algorithms

      • Beata Dmitruk, Przemysław Stpiczyński
      Pages 63-74

  3. 6th Workshop on Models, Algorithms and Methodologies for Hybrid Parallelism in New HPC Systems (MAMHYP 2022)

    1. Front Matter

      Pages 75-75
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    2. Malleability Techniques for HPC Systems

      • Jesus Carretero, David Exposito, Alberto Cascajo, Raffaele Montella
      Pages 77-88

    3. Algorithm and Software Overhead: A Theoretical Approach to Performance Portability

      • Valeria Mele, Giuliano Laccetti
      Pages 89-100

    4. Benchmarking a High Performance Computing Heterogeneous Cluster

      • Luisa Carracciuolo, Davide Bottalico, Davide Michelino, Gianluca Sabella, Bernardino Spisso
      Pages 101-114

    5. A Generative Adversarial Network Approach for Noise and Artifacts Reduction in MRI Head and Neck Imaging

      • Salvatore Cuomo, Francesco Fato, Lorenzo Ugga, Gaia Spadarella, Reanto Cuocolo, Fabio Giampaolo et al.
      Pages 115-126

    6. A GPU Accelerated Hyperspectral 3D Convolutional Neural Network Classification at the Edge with Principal Component Analysis Preprocessing

      • Gianluca De Lucia, Marco Lapegna, Diego Romano
      Pages 127-138

    7. Parallel gEUD Models for Accelerated IMRT Planning on Modern HPC Platforms

      • Juan José Moreno, Janusz Miroforidis, Ignacy Kaliszewski, Gracia Ester Martín Garzón
      Pages 139-150

  4. First Workshop on Quantum Computing and Communication

    1. Front Matter

      Pages 151-151
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    2. On Quantum-Assisted LDPC Decoding Augmented with Classical Post-processing

      • Aditya Das Sarma, Utso Majumder, Vishnu Vaidya, M Girish Chandra, A Anil Kumar, Sayantan Pramanik
      Pages 153-164

    3. Quantum Annealing to Solve the Unrelated Parallel Machine Scheduling Problem

      • Francisco Orts, Antonio M. Puertas, Ester M. Garzón, Gloria Ortega
      Pages 165-176

    4. Early Experiences with a Photonic Quantum Simulator for Solving Job Shop Scheduling Problem

      • Mateusz Slysz, Krzysztof Kurowski, Jan Węglarz
      Pages 177-186

    5. Some Remarks on Super-Gram Operators for General Bipartite Quantum States

      • Roman Gielerak, Marek Sawerwain
      Pages 187-198
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Other volumes

  1. Parallel Processing and Applied Mathematics

  2. Parallel Processing and Applied Mathematics

Keywords

About this book

This two-volume set, LNCS 13826 and LNCS 13827, constitutes the proceedings of the 14th International Conference on Parallel Processing and Applied Mathematics, PPAM 2022, held in Gdansk, Poland, in September 2022.

The 77 regular papers presented in these volumes were selected from 132 submissions. For regular tracks of the conference, 33 papers were selected from 62 submissions.

The papers were organized in topical sections named as follows:

Part I: numerical algorithms and parallel scientific computing; parallel non-numerical algorithms; GPU computing; performance analysis and prediction in HPC systems; scheduling for parallel computing; environments and frameworks for parallel/cloud computing; applications of parallel and distributed computing; soft computing with applications and special session on parallel EVD/SVD and its application in matrix computations.

Part II: 9th Workshop on Language-Based Parallel Programming (WLPP 2022); 6th Workshop on Models,Algorithms and Methodologies for Hybrid Parallelism in New HPC Systems (MAMHYP 2022); first workshop on quantum computing and communication; First Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing (WAML 2022); 4th workshop on applied high performance numerical algorithms for PDEs; 5th minisymposium on HPC applications in physical sciences; 8th minisymposium on high performance computing interval methods; 7th workshop on complex collective systems.

Editors and Affiliations

  • Czestochowa University of Technology, Czestochowa, Poland

    Roman Wyrzykowski, Konrad Karczewski

  • University of Tennessee, Knoxville, USA

    Jack Dongarra

  • University of Southern California, Marina del Rey, USA

    Ewa Deelman

Bibliographic Information

  • Book Title: Parallel Processing and Applied Mathematics

  • Book Subtitle: 14th International Conference, PPAM 2022, Gdansk, Poland, September 11–14, 2022, Revised Selected Papers, Part II

  • Editors: Roman Wyrzykowski, Jack Dongarra, Ewa Deelman, Konrad Karczewski

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-30445-3

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-30444-6Published: 27 April 2023

  • eBook ISBN: 978-3-031-30445-3Published: 26 April 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXII, 518

  • Number of Illustrations: 21 b/w illustrations, 129 illustrations in colour

  • Topics: Artificial Intelligence

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