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<p>Synchronization performance issues related to lock such as too large critical section and improper lock usage, are inevitable in scientific computing. Even skilled programmers suffer from complicated reports of existing lock behavior profilers, not to mention scientists who are most of the scientific computing programmers. Besides, ARM-based supercomputers emerge on the top 500 list while ARM-supported lock behavior profiling tools haven’t got enough attention as they deserve. Based on an <b>“one step for all”</b> workflow including problem identification, problem analysis and solution generation, this paper presents an end-to-end and fine-grained lock behavior profiling tool, supporting both ARM and <InlineEquation ID="IEq1"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="42514_2024_210_Article_IEq1.gif" Format="GIF" Height="13" Rendition="HTML" Resolution="72" Type="Linedraw" Width="19" /> </InlineMediaObject> <EquationSource Format="TEX">\(\times\)</EquationSource> <EquationSource Format="MATHML"><math> <mo>×</mo> </math></EquationSource> </InlineEquation>86 architecture. Specially, this paper introduces a priority function to quantify the priority of distinct solutions and users can adjust different weights of metrics. Compared to existing work using library interception and replacement or <InlineEquation ID="IEq2"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="42514_2024_210_Article_IEq2.gif" Format="GIF" Height="13" Rendition="HTML" Resolution="72" Type="Linedraw" Width="19" /> </InlineMediaObject> <EquationSource Format="TEX">\(\times\)</EquationSource> <EquationSource Format="MATHML"><math> <mo>×</mo> </math></EquationSource> </InlineEquation>86-based analysis framework, fined-grained analysis, highly usable report, high portability and strong compatibility make it an efficient tool for scientific computing programmers to find and optimize lock related performance bugs.</p>

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SyncNOVA: an end-to-end fine-grained profiling tool oN lOck behaVior detection and critical section diAgnosis

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2025年4月2日

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  • Wentao Feng,
  • Shizhe Shang,
  • Pengfei Li,
  • Hailong Yang,
  • Zhongzhi Luan,
  • Depei Qian

摘要

Synchronization performance issues related to lock such as too large critical section and improper lock usage, are inevitable in scientific computing. Even skilled programmers suffer from complicated reports of existing lock behavior profilers, not to mention scientists who are most of the scientific computing programmers. Besides, ARM-based supercomputers emerge on the top 500 list while ARM-supported lock behavior profiling tools haven’t got enough attention as they deserve. Based on an “one step for all” workflow including problem identification, problem analysis and solution generation, this paper presents an end-to-end and fine-grained lock behavior profiling tool, supporting both ARM and \(\times\) × 86 architecture. Specially, this paper introduces a priority function to quantify the priority of distinct solutions and users can adjust different weights of metrics. Compared to existing work using library interception and replacement or \(\times\) × 86-based analysis framework, fined-grained analysis, highly usable report, high portability and strong compatibility make it an efficient tool for scientific computing programmers to find and optimize lock related performance bugs.