High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation: 8th International Workshop, PMBS 2017, Denver, CO, USA, November 13, 2017, Proceedings

Description

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. Front Matter ....Pages I-XII Front Matter ....Pages 1-1 Evaluating On-Node GPU Interconnects for Deep Learning Workloads (Nathan R. Tallent, Nitin A. Gawande, Charles Siegel, Abhinav Vishnu, Adolfy Hoisie)....Pages 3-21 Comparison of Parallelisation Approaches, Languages, and Compilers for Unstructured Mesh Algorithms on GPUs (G. D. Balogh, I. Z. Reguly, G. R. Mudalige)....Pages 22-43 Periodic I/O Scheduling for Super-Computers (Guillaume Aupy, Ana Gainaru, Valentin Le Fèvre)....Pages 44-66 A Performance Study of Quantum ESPRESSO’s PWscf Code on Multi-core and GPU Systems (Joshua Romero, Everett Phillips, Gregory Ruetsch, Massimiliano Fatica, Filippo Spiga, Paolo Giannozzi)....Pages 67-87 Front Matter ....Pages 89-89 Modeling Large Compute Nodes with Heterogeneous Memories with Cache-Aware Roofline Model (Nicolas Denoyelle, Brice Goglin, Aleksandar Ilic, Emmanuel Jeannot, Leonel Sousa)....Pages 91-113 A Scalable Analytical Memory Model for CPU Performance Prediction (Gopinath Chennupati, Nandakishore Santhi, Robert Bird, Sunil Thulasidasan, Abdel-Hameed A. Badawy, Satyajayant Misra et al.)....Pages 114-135 Modeling UGAL on the Dragonfly Topology (Md Atiqul Mollah, Peyman Faizian, Md Shafayat Rahman, Xin Yuan, Scott Pakin, Michael Lang)....Pages 136-157 Resilient N-Body Tree Computations with Algorithm-Based Focused Recovery: Model and Performance Analysis (Aurélien Cavelan, Aiman Fang, Andrew A. Chien, Yves Robert)....Pages 158-178 Multi-fidelity Surrogate Modeling for Application/Architecture Co-design (Yiming Zhang, Aravind Neelakantan, Nalini Kumar, Chanyoung Park, Raphael T. Haftka, Nam H. Kim et al.)....Pages 179-196 A Slurm Simulator: Implementation and Parametric Analysis (Nikolay A. Simakov, Martins D. Innus, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Steven M. Gallo et al.)....Pages 197-217 Front Matter ....Pages 219-219 Path-Synchronous Performance Monitoring in HPC Interconnection Networks with Source-Code Attribution (Adarsh Yoga, Milind Chabbi)....Pages 221-235 Performance and Energy Usage of Workloads on KNL and Haswell Architectures (Tyler Allen, Christopher S. Daley, Douglas Doerfler, Brian Austin, Nicholas J. Wright)....Pages 236-249 A Survey of Application Memory Usage on a National Supercomputer: An Analysis of Memory Requirements on ARCHER (Andy Turner, Simon McIntosh-Smith)....Pages 250-260 Back Matter ....Pages 261-261