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  • © 2019

High Performance Computing

34th International Conference, ISC High Performance 2019, Frankfurt/Main, Germany, June 16–20, 2019, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11501)

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

Conference series link(s): ISC High Performance: International Conference on High Performance Computing

Conference proceedings info: ISC High Performance 2019.

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Table of contents (17 papers)

  1. Front Matter

    Pages i-xvi
  2. Architectures, Networks and Infrastructure

    1. Front Matter

      Pages 1-1
    2. Evaluating Quality of Service Traffic Classes on the Megafly Network

      • Misbah Mubarak, Neil McGlohon, Malek Musleh, Eric Borch, Robert B. Ross, Ram Huggahalli et al.
      Pages 3-20
  3. Artificial Intelligence and Machine Learning

    1. Front Matter

      Pages 21-21
    2. Densifying Assumed-Sparse Tensors

      • Derya Cavdar, Valeriu Codreanu, Can Karakus, John A. Lockman III, Damian Podareanu, Vikram Saletore et al.
      Pages 23-39
    3. Learning Neural Representations for Predicting GPU Performance

      • Shweta Salaria, Aleksandr Drozd, Artur Podobas, Satoshi Matsuoka
      Pages 40-58
  4. Data, Storage and Visualization

    1. Front Matter

      Pages 59-59
    2. SLOPE: Structural Locality-Aware Programming Model for Composing Array Data Analysis

      • Bin Dong, Kesheng Wu, Suren Byna, Houjun Tang
      Pages 61-80
    3. Comparing the Efficiency of In Situ Visualization Paradigms at Scale

      • James Kress, Matthew Larsen, Jong Choi, Mark Kim, Matthew Wolf, Norbert Podhorszki et al.
      Pages 99-117
  5. Emerging Technologies

    1. Front Matter

      Pages 119-119
    2. Layout-Aware Embedding for Quantum Annealing Processors

      • Jose P. Pinilla, Steven J. E. Wilton
      Pages 121-139
  6. HPC Algorithms

    1. Front Matter

      Pages 141-141
    2. Toward Efficient Architecture-Independent Algorithms for Dynamic Programs

      • Mohammad Mahdi Javanmard, Pramod Ganapathi, Rathish Das, Zafar Ahmad, Stephen Tschudi, Rezaul Chowdhury
      Pages 143-164
  7. HPC Applications

    1. Front Matter

      Pages 165-165
    2. Petaflop Seismic Simulations in the Public Cloud

      • Alexander Breuer, Yifeng Cui, Alexander Heinecke
      Pages 167-185
  8. Performance Modeling and Measurement

    1. Front Matter

      Pages 207-207
    2. GPUMixer: Performance-Driven Floating-Point Tuning for GPU Scientific Applications

      • Ignacio Laguna, Paul C. Wood, Ranvijay Singh, Saurabh Bagchi
      Pages 227-246

Other Volumes

  1. High Performance Computing

About this book

This book constitutes the refereed proceedings of the 34th International Conference on High Performance Computing, ISC High Performance 2019, held in Frankfurt/Main, Germany, in June 2019.

The 17 revised full papers presented were carefully reviewed and selected from 70 submissions. The papers cover a broad range of topics such as next-generation high performance components; exascale systems; extreme-scale applications; HPC and advanced environmental engineering projects; parallel ray tracing - visualization at its best; blockchain technology and cryptocurrency; parallel processing in life science; quantum computers/computing; what's new with cloud computing for HPC; parallel programming models for extreme-scale computing; workflow management; machine learning and big data analytics; and deep learning and HPC.





Editors and Affiliations

  • University of Edinburgh, Edinburgh, UK

    Michèle Weiland

  • Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany

    Guido Juckeland

  • Technical University of Munich, Munich, Germany

    Carsten Trinitis

  • Ohio State University, Columbus, USA

    Ponnuswamy Sadayappan

Bibliographic Information

Buy it now

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 74.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access