Book Volume 9697 2016

High Performance Computing

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

Editors:

ISBN: 978-3-319-41320-4 (Print) 978-3-319-41321-1 (Online)

Table of contents (25 chapters)

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  1. Front Matter

    Pages I-XV

  2. Autotuning and Thread Mapping

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-20

      An Analytical Model-Based Auto-tuning Framework for Locality-Aware Loop Scheduling

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      Chapter

      Pages 21-38

      Performance, Design, and Autotuning of Batched GEMM for GPUs

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      Chapter

      Pages 39-58

      TCU: A Multi-Objective Hardware Thread Mapping Unit for HPC Clusters

  3. Data Locality and Decomposition

    1. Front Matter

      Pages 59-59

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      Chapter

      Pages 61-80

      Dynamic Sparse-Matrix Allocation on GPUs

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      Chapter

      Pages 81-97

      An Efficient Parallel Load-Balancing Framework for Orthogonal Decomposition of Geometrical Data

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      Chapter

      Pages 98-115

      Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication

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      Chapter

      Pages 116-135

      TiDA: High-Level Programming Abstractions for Data Locality Management

  4. Scalable Applications

    1. Front Matter

      Pages 137-137

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      Chapter

      Pages 139-158

      OpenAtom: Scalable Ab-Initio Molecular Dynamics with Diverse Capabilities

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      Chapter

      Pages 159-177

      SPRITE: A Fast Parallel SNP Detection Pipeline

  5. Machine Learning

    1. Front Matter

      Pages 179-179

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      Chapter

      Pages 181-199

      Predictive Modeling for Job Power Consumption in HPC Systems

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      Chapter

      Pages 200-218

      Towards Machine Learning on the Automata Processor

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      Chapter

      Pages 219-239

      AutoMOMML: Automatic Multi-objective Modeling with Machine Learning

  6. Datacenters and Cloud

    1. Front Matter

      Pages 241-241

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      Chapter

      Pages 243-260

      Supercomputing Centers and Electricity Service Providers: A Geographically Distributed Perspective on Demand Management in Europe and the United States

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      Chapter

      Pages 261-278

      Resource Management for Running HPC Applications in Container Clouds

  7. Communication Runtime

    1. Front Matter

      Pages 279-279

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      Chapter

      Pages 281-299

      Mitigating MPI Message Matching Misery

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      Chapter

      Pages 300-320

      INAM2: InfiniBand Network Analysis and Monitoring with MPI

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      Chapter

      Pages 321-339

      Comparing Runtime Systems with Exascale Ambitions Using the Parallel Research Kernels

  8. Intel Xeon Phi

    1. Front Matter

      Pages 341-341

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      Chapter

      Pages 343-362

      High Order Seismic Simulations on the Intel Xeon Phi Processor (Knights Landing)

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      Chapter

      Pages 363-380

      Leveraging a Cluster-Booster Architecture for Brain-Scale Simulations

  9. Manycore Architectures

    1. Front Matter

      Pages 381-381

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      Chapter

      Pages 383-403

      Efficient and Predictable Group Communication for Manycore NoCs

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