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High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation [electronic resource] : 8th International Workshop, PMBS 2017, Denver, CO, USA, November 13, 2017, Proceedings / edited by Stephen Jarvis, Steven Wright, Simon Hammond.

Contributor(s): Jarvis, Stephen [editor.] | Wright, Steven [editor.] | Hammond, Simon [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Theoretical Computer Science and General Issues: 10724Publisher: Cham : Springer International Publishing : Imprint: Springer, 2018Edition: 1st ed. 2018.Description: XII, 261 p. 105 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319729718.Subject(s): Computer engineering | Computer networks  | Operating systems (Computers) | Software engineering | Logic design | Computer Engineering and Networks | Operating Systems | Software Engineering | Logic DesignAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 621.39 | 004.6 Online resources: Click here to access online
Contents:
Performance Evaluation and Analysis -- Evaluating On-Node GPU Interconnect for Deep Learning Workloads -- Comparison of Parallelisation Approaches,Languages, and Compilers for Unstructured Mesh Algorithms on GPUs -- Periodic I/O scheduling for super-computers -- A performance study of Quantum ESPRESSO's PWscf code on multi-core and GPU systems -- Section B: Performance Modeling and Simulation Modeling Large Compute Nodes with Heterogeneous Memories with Cache-Aware Rooine Model -- A Scalable Analytical Memory Model for CPU Performance Prediction -- Modeling UGAL on the Dragony Topology -- Resilient N-Body Tree Computations with Algorithm-Based Focused Recovery: Model and Performance Analysis -- Multi-fidelity Surrogate Modeling for Application/Architecture Co-design -- A Slurm Simulator: Implementation and Parametric Analysis -- Short Papers -- Path-synchronous Performance Monitoring in HPC Interconnection Networks with Source-code Attribution -- Performance and Energy Usage of Workloads on KNL andHaswell Architectures -- A survey of application memory usage on a national supercomputer: an analysis of memory requirements on ARCHER.  .
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings papers from the 8th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computing Systems, PMBS 2017, held in Denver, Colorado, USA, in November 2017. The 10 full papers and 3 short papers included in this volume were carefully reviewed and selected from 36 submissions. They were organized in topical sections named: performance evaluation and analysis; performance modeling and simulation; and short papers. .
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Performance Evaluation and Analysis -- Evaluating On-Node GPU Interconnect for Deep Learning Workloads -- Comparison of Parallelisation Approaches,Languages, and Compilers for Unstructured Mesh Algorithms on GPUs -- Periodic I/O scheduling for super-computers -- A performance study of Quantum ESPRESSO's PWscf code on multi-core and GPU systems -- Section B: Performance Modeling and Simulation Modeling Large Compute Nodes with Heterogeneous Memories with Cache-Aware Rooine Model -- A Scalable Analytical Memory Model for CPU Performance Prediction -- Modeling UGAL on the Dragony Topology -- Resilient N-Body Tree Computations with Algorithm-Based Focused Recovery: Model and Performance Analysis -- Multi-fidelity Surrogate Modeling for Application/Architecture Co-design -- A Slurm Simulator: Implementation and Parametric Analysis -- Short Papers -- Path-synchronous Performance Monitoring in HPC Interconnection Networks with Source-code Attribution -- Performance and Energy Usage of Workloads on KNL andHaswell Architectures -- A survey of application memory usage on a national supercomputer: an analysis of memory requirements on ARCHER.  .

This book constitutes the refereed proceedings papers from the 8th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computing Systems, PMBS 2017, held in Denver, Colorado, USA, in November 2017. The 10 full papers and 3 short papers included in this volume were carefully reviewed and selected from 36 submissions. They were organized in topical sections named: performance evaluation and analysis; performance modeling and simulation; and short papers. .

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