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Frontiers of Information Technology & Electronic Engineering

ISSN 2095-9184 (print), ISSN 2095-9230 (online)

2018 Vol.19 No.10 P.1267-1272

Application software beyond exascale: challenges and possible trends

Guang-wen Yang, Hao-huan Fu

Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China; MOE Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China; National Supercomputing Center in Wuxi, Wuxi 214072, China

ygw@tsinghua.edu.cn, haohuan@tsinghua.edu.cn

Abstract: With various exascale systems in different countries planned over the next three to five years, developing application software for such unprecedented computing capabilities and parallel scaling becomes a major challenge. In this study, we start our discussion with the current 125-Pflops Sunway TaihuLight system in China and its related application challenges and solutions. Based on our current experience with Sunway TaihuLight, we provide a projection into the next decade and discuss potential challenges and possible trends we would probably observe in future high performance computing software.

Key words: Supercomputing, Exascale, Application

Chinese Summary  <24>  E级超算下应用软件发展的挑战与趋势

摘要：在未来三到五年，多台百亿亿次超级计算机系统将在全球多个国家部署。面对前所未有的超强计算能力与超大并行规模，如何设计和实现相匹配的应用软件，成为当前高性能计算软件发展的重要挑战。以中国神威太湖之光超级计算机系统（峰值计算能力12.5亿亿次）及其相关应用挑战和解决方案为出发点，根据我们目前的经验，讨论未来十年全球超级计算机的软硬件发展方向，并提出未来高性能计算应用软件开发中将会遇到的潜在挑战和可能的发展趋势。

关键词组：超级计算；百亿亿次；应用软件


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DOI:

10.1631/FITEE.1800459

CLC number:

TP311

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On-line Access:

2024-08-27

Received:

2023-10-17

Revision Accepted:

2024-05-08

Crosschecked:

2018-10-15

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