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

✍ Scribed by Julian M. Kunkel, Pavan Balaji, Jack Dongarra (eds.)

Publisher: Springer International Publishing
Year: 2016
Tongue: English
Leaves: 506
Series: Lecture Notes in Computer Science 9697
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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 and Cloud; Communication Runtime; Intel Xeon Phi; Manycore Architectures; Extreme-scale Computations; and Resilience.

✦ Table of Contents

Front Matter....Pages I-XV
Front Matter....Pages 1-1
An Analytical Model-Based Auto-tuning Framework for Locality-Aware Loop Scheduling....Pages 3-20
Performance, Design, and Autotuning of Batched GEMM for GPUs....Pages 21-38
TCU: A Multi-Objective Hardware Thread Mapping Unit for HPC Clusters....Pages 39-58
Front Matter....Pages 59-59
Dynamic Sparse-Matrix Allocation on GPUs....Pages 61-80
An Efficient Parallel Load-Balancing Framework for Orthogonal Decomposition of Geometrical Data....Pages 81-97
Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication....Pages 98-115
TiDA: High-Level Programming Abstractions for Data Locality Management....Pages 116-135
Front Matter....Pages 137-137
OpenAtom: Scalable Ab-Initio Molecular Dynamics with Diverse Capabilities....Pages 139-158
SPRITE: A Fast Parallel SNP Detection Pipeline....Pages 159-177
Front Matter....Pages 179-179
Predictive Modeling for Job Power Consumption in HPC Systems....Pages 181-199
Towards Machine Learning on the Automata Processor....Pages 200-218
AutoMOMML: Automatic Multi-objective Modeling with Machine Learning....Pages 219-239
Front Matter....Pages 241-241
Supercomputing Centers and Electricity Service Providers: A Geographically Distributed Perspective on Demand Management in Europe and the United States....Pages 243-260
Resource Management for Running HPC Applications in Container Clouds....Pages 261-278
Front Matter....Pages 279-279
Mitigating MPI Message Matching Misery....Pages 281-299
INAM2: InfiniBand Network Analysis and Monitoring with MPI....Pages 300-320
Comparing Runtime Systems with Exascale Ambitions Using the Parallel Research Kernels....Pages 321-339
Front Matter....Pages 341-341
High Order Seismic Simulations on the Intel Xeon Phi Processor (Knights Landing)....Pages 343-362
Leveraging a Cluster-Booster Architecture for Brain-Scale Simulations....Pages 363-380
Front Matter....Pages 381-381
Efficient and Predictable Group Communication for Manycore NoCs....Pages 383-403
Front Matter....Pages 381-381
Distributed Job Allocation for Large-Scale Manycores....Pages 404-425
Front Matter....Pages 427-427
Many-Core Acceleration of a Discrete Ordinates Transport Mini-App at Extreme Scale....Pages 429-448
Efficiency of High Order Spectral Element Methods on Petascale Architectures....Pages 449-466
Front Matter....Pages 467-467
Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults....Pages 469-485
Multi-versioning Performance Opportunities in BGAS System for Resilience....Pages 486-504
Back Matter....Pages 505-506

✦ Subjects

System Performance and Evaluation; Performance and Reliability; Computer Communication Networks; Theory of Computation

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