High Performance Computing

31st International Conference, ISC High Performance 2016, Frankfurt, Germany, June 19-23, 2016, Proceedings

  • Julian M. Kunkel
  • Pavan Balaji
  • Jack Dongarra
Conference proceedings ISC High Performance 2016

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9697)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 9697)

Table of contents

  1. Front Matter
    Pages I-XV
  2. Autotuning and Thread Mapping

    1. Front Matter
      Pages 1-1
    2. Rengan Xu, Sunita Chandrasekaran, Xiaonan Tian, Barbara Chapman
      Pages 3-20
    3. Ahmad Abdelfattah, Azzam Haidar, Stanimire Tomov, Jack Dongarra
      Pages 21-38
    4. Ravi Kumar Pujari, Thomas Wild, Andreas Herkersdorf
      Pages 39-58
  3. Data Locality and Decomposition

    1. Front Matter
      Pages 59-59
    2. James King, Thomas Gilray, Robert M. Kirby, Matthew Might
      Pages 61-80
    3. Bruno R. C. Magalhães, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki, Felix Schürmann
      Pages 81-97
    4. Diana Palsetia, William Hendrix, Sunwoo Lee, Ankit Agrawal, Wei-keng Liao, Alok Choudhary
      Pages 98-115
    5. Didem Unat, Tan Nguyen, Weiqun Zhang, Muhammed Nufail Farooqi, Burak Bastem, George Michelogiannakis et al.
      Pages 116-135
  4. Scalable Applications

    1. Front Matter
      Pages 137-137
    2. Nikhil Jain, Eric Bohm, Eric Mikida, Subhasish Mandal, Minjung Kim, Prateek Jindal et al.
      Pages 139-158
    3. Vasudevan Rengasamy, Kamesh Madduri
      Pages 159-177
  5. Machine Learning

    1. Front Matter
      Pages 179-179
    2. Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
      Pages 181-199
    3. Tommy Tracy II, Yao Fu, Indranil Roy, Eric Jonas, Paul Glendenning
      Pages 200-218
    4. Prasanna Balaprakash, Ananta Tiwari, Stefan M. Wild, Laura Carrington, Paul D. Hovland
      Pages 219-239
  6. Datacenters and Cloud

    1. Front Matter
      Pages 241-241
    2. Tapasya Patki, Natalie Bates, Girish Ghatikar, Anders Clausen, Sonja Klingert, Ghaleb Abdulla et al.
      Pages 243-260
    3. Stephen Herbein, Ayush Dusia, Aaron Landwehr, Sean McDaniel, Jose Monsalve, Yang Yang et al.
      Pages 261-278

Other volumes

  1. High Performance Computing
    31st International Conference, ISC High Performance 2016, Frankfurt, Germany, June 19-23, 2016, Proceedings
  2. ISC High Performance 2016 International Workshops, ExaComm, E-MuCoCoS, HPC-IODC, IXPUG, IWOPH, P^3MA, VHPC, WOPSSS, Frankfurt, Germany, June 19–23, 2016, Revised Selected Papers

About these proceedings


This book constitutes the refereed proceedings of the 31st International Conference, ISC High Performance 2016 [formerly known as the International Supercomputing Conference] held in Frankfurt, Germany, in June 2016.

The 25 revised full papers presented in this book were carefully reviewed and selected from 60 submissions. The papers cover the following topics: Autotuning and Thread Mapping; Data Locality and Decomposition; Scalable Applications; Machine Learning; Datacenters andCloud; Communication Runtime; Intel Xeon Phi; Manycore Architectures; Extreme-scale Computations; and Resilience.


architectures dependable systems fault-tolerance machine learning parallel computing methodologies distributed computing methodologies engineering evaluation finite element method high order load balancing multi-objective neuronal network simulations optimization performance modeling physical sciences programming models reliability resilience vectorization

Editors and affiliations

  • Julian M. Kunkel
    • 1
  • Pavan Balaji
    • 2
  • Jack Dongarra
    • 3
  1. 1.Deutsches KlimarechenzentrumHamburgGermany
  2. 2.Argonne National LaboratoryLemontUSA
  3. 3.University of TennesseeKnoxvilleUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-41321-1
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-41320-4
  • Online ISBN 978-3-319-41321-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book