PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC

R. Liem, Connor Scully-Allison, Ana Luisa Veroneze Solórzano, Kristopher Keipert, Rafael Ferreira da Silva, Suraj P. Kesavan, Tirthak Patel
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Abstract

In this panel, a team of four experts in performance analysis, parallel computing, quantum computing, and distributed systems discuss how different scientific computing fields are benefiting from performance analysis tools. The panel will discuss challenges and limitations in today's available tools from the perspective of a tools developer, domain scientist, and solutions architect. An emphasis will be placed on evaluating the performance and visualizing experiments in rising fields in Computer Science such as Machine Learning and Quantum Computing in HPC infrastructures. The panel is in the format of questions and answers sessions given by the moderator combined with interactive communication with the audience. We encourage participants to join our interactive panel discussion.
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讨论小组:领域科学家vs.性能分析工具:高性能计算的发展
在这个小组中,一个由性能分析、并行计算、量子计算和分布式系统方面的四名专家组成的小组讨论了不同的科学计算领域如何从性能分析工具中受益。该小组将从工具开发人员、领域科学家和解决方案架构师的角度讨论当今可用工具的挑战和限制。重点将放在评估性能和可视化实验在计算机科学的新兴领域,如HPC基础设施中的机器学习和量子计算。小组讨论以主持人提问和回答的形式进行,并与观众进行互动交流。我们鼓励与会者参加我们的互动小组讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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Performance Evaluation Through Simulation with SimGrid PERMAVOST'22 Discussion Panel: Domain Scientists vs. Performance Analysis Tools: Advancing in HPC Integrating Visualization (and Visualization Experts) with Performance Analysis An Overhead Analysis of MPI Profiling and Tracing Tools Server-Side Workload Identification for HPC I/O Requests
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