Workshop: The 10th International Workshop on Performance Modeling, Benchmarking, and Simulation of High-Performance Computer Systems (PMBS19)
Event TypeWorkshop
Registration Categories
Scientific Computing
TimeMonday, 18 November 20199am - 5:30pm
DescriptionThe PMBS19 workshop is concerned with the comparison of high-performance computing systems through performance modeling, benchmarking or through the use of tools such as simulators. We are particularly interested in research which reports the ability to measure and make tradeoffs in software/hardware co-design to improve sustained application performance. We are also keen to capture the assessment of future systems, for example through work that ensures continued application scalability through peta- and exascale systems.

The aim of this workshop is to bring together researchers, from industry and academia, concerned with the qualitative and quantitative evaluation and modeling of high-performance computing systems. Authors are invited to submit novel research in all areas of performance modeling, benchmarking and simulation, and we welcome research that brings together current theory and practice. We recognize that the coverage of the term 'performance' has broadened to include power consumption and reliability, and that performance modeling is practiced through analytical methods and approaches based on software tools and simulators.

Performance modeling, benchmarking, and simulation will underpin software and hardware design choices as we advance towards the exascale era. This workshop continues to attract high quality input from industry, government, and academia.
9:00am - 9:10amThe 10th International Workshop on Performance Modeling, Benchmarking, and Simulation of High-Performance Computer Systems (PMBS19)
9:10am - 9:30amAutomatic Throughput and Critical Path Analysis of x86 and ARM Assembly Kernels
9:30am - 10:00amAn Instruction Roofline Model for GPUs
10:00am - 10:30amPMBS19 Morning Break
10:30am - 11:00amExploiting Hardware-Accelerated Ray Tracing for Monte Carlo Particle Transport with OpenMC
11:00am - 11:30amEnhancing Monte Carlo Proxy Applications on GPUs
11:30am - 11:50amComparing Managed Memory and UVM with and without Prefetching on NVIDIA Volta GPUs
11:50am - 12:10pmTesting the Limits of Tapered Fat Tree Networks
12:10pm - 12:30pmValidation of the gem5 Simulator for x86 Architectures
12:30pm - 2:00pmPMBS19 Lunch Break
2:00pm - 2:30pmA Generalized Statistics-Based Model for Predicting Network-Induced Variability
2:30pm - 3:00pmCUDA Flux: A Lightweight Instruction Profiler for CUDA Applications
3:00pm - 3:30pmPMBS19 Afternoon Break
3:30pm - 4:00pmOMB-UM: Design, Implementation, and Evaluation of CUDA Unified Memory Aware MPI Benchmarks
4:00pm - 4:30pmFine-Grained Analysis of Communication Similarity between Real and Proxy Applications
4:30pm - 5:00pmPerformance Analysis of Deep Learning Workloads on Leading-Edge Systems
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