Session • SC22

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Workshop: PMBS22: The 13th International Workshop on Performance Modeling, Benchmarking, and Simulation of High-Performance Computer Systems

Session Chairs

Simon Hammond

National Nuclear Security Administration (NNSA)

Steven A. Wright

University of York, England

Stephen Jarvis

University of Birmingham, UK

Event TypeWorkshop

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TimeMonday, 14 November 20228:30am - 5pm CST

LocationC155

DescriptionThe PMBS22 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.

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 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.

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Presentations

8:30am - 8:31am CST	PMBS22: The 13th International Workshop on Performance Modeling, Benchmarking, and Simulation of High-Performance Computer Systems Organizers Steven A. Wright Stephen Jarvis Simon Hammond
8:31am - 9:00am CST	ML-Based Performance Portability for Time-Dependent Density Functional Theory in HPC Environments Author/Presenters Adrian Perez Dieguez Khaled Z. Ibrahim Min Choi Bryan M. Wong Xinran Zhu
9:00am - 9:30am CST	A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads Author/Presenters Murali Emani Zhen Xie Siddhisanket Raskar Varuni Sastry William Arnold Bruce Wilson Rajeev Thakur Venkatram Vishwanath Zhengchun Liu Michael E. Papka Cindy Orozco Bohorquez Rick Weisner Karen Li Yongning Sheng Yun Du Jian Zhang Alexander Tsyplikhin Gurdaman Khaira Jeremy Fowers Ramakrishnan Sivakumar Victoria Godsoe Adrian Macias Chetan Tekur Matthew Boyd
9:30am - 9:45am CST	AppEKG: A Simple Unifying View of HPC Applications in Production Author/Presenters Mohammad Al-Tahat Strahinja Trecakov Jonathan Cook
9:45am - 10:00am CST	OMPICollTune: Autotuning MPI Collectives by Incremental Online Learning Author/Presenters Sascha Hunold Sebastian Steiner
10:00am - 10:30am CST	PMBS22 – Morning Break
10:30am - 11:00am CST	Frontier vs the Exascale Report: Why So Long? And Are We Really There Yet? Author/Presenters Peter Kogge William Dally
11:00am - 11:30am CST	Evaluating ISO C++ Parallel Algorithms on Heterogeneous HPC Systems Author/Presenters Wei-Chen Lin Tom Deakin Simon McIntosh-Smith
11:30am - 12:00pm CST	Going Green: Optimizing GPUs for Energy Efficiency through Model-Steered Auto-Tuning Author/Presenters Richard Schoonhoven Bram Veenboer Ben van Werkhoven Kees Joost Batenburg
12:00pm - 1:30pm CST	PMBS22 – Lunch Break
1:30pm - 2:00pm CST	Performance Analysis with Unified Hardware Counter Metrics Author/Presenters Brian Gravelle William D. Nystrom Boyana Norris
2:00pm - 2:30pm CST	A Methodology for Evaluating Tightly-Integrated and Disaggregated Accelerated Architectures Author/Presenters Taylor Groves Chris Daley Rahul Gayatri Nan Ding Lenny Oliker Hai Ah Nam Nicholas J. Wright Sam Williams
2:30pm - 2:45pm CST	An Initial Evaluation of Arm's Scalable Matrix Extension Author/Presenters Finn Wilkinson Simon McIntosh-Smith
2:45pm - 3:00pm CST	Time-Series ML-Regression on Graphcore IPU-M2000 and Nvidia A100 Author/Presenters Jan Balewski Zhenying Liu Alexander Tsyplikhin Manuel Lopez Roland Kristofer Bouchard
3:00pm - 3:30pm CST	PMBS22 – Afternoon Break
3:30pm - 4:00pm CST	Benchmarking Fortran DO CONCURRENT on CPUs and GPUs Using BabelStream Author/Presenters Jeff R. Hammond Tom Deakin James Cownie Simon McIntosh-Smith
4:00pm - 4:30pm CST	WfBench: Automated Generation of Scientific Workflow Benchmarks Author/Presenters Taina Coleman Henri Casanova Ketan Maheshwari Loic Pottier Sean Wilkinson Justin Wozniak Frederic Suter Mallikarjun Shankar Rafael Ferreira da Silva
4:30pm - 5:00pm CST	High-Performance GMRES Multi-Precision Benchmark: Design, Performance, and Challenges Author/Presenters Ichitaro Yamazaki Sivasankaran Rajamanickam Jennifer Loe Christian Glusa Jack Dongarra Piotr Luszczek