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CLC number: TP311

On-line Access: 2024-08-27

Received: 2023-10-17

Revision Accepted: 2024-05-08

Crosschecked: 2018-10-15

Cited: 0

Clicked: 3434

Citations:  Bibtex RefMan EndNote GB/T7714

 ORCID:

Guang-wen Yang

https://orcid.org/0000-0002-8673-8254

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Frontiers of Information Technology & Electronic Engineering  2018 Vol.19 No.10 P.1267-1272

http://doi.org/10.1631/FITEE.1800459


Application software beyond exascale: challenges and possible trends


Author(s):  Guang-wen Yang, Hao-huan Fu

Affiliation(s):  Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China; more

Corresponding email(s):   ygw@tsinghua.edu.cn, haohuan@tsinghua.edu.cn

Key Words:  Supercomputing, Exascale, Application


Guang-wen Yang, Hao-huan Fu. Application software beyond exascale: challenges and possible trends[J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19(10): 1267-1272.

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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.

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:超级计算;百亿亿次;应用软件

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1]Chen Y, Luo T, Liu S, et al., 2014. DaDianNao: a machine-learning supercomputer. 47th Annual IEEE/ACM Int Symp on Microarchitecture, p.609-622.

[2]Cui Y, Poyraz E, Olsen KB, et al., 2013. Physics-based seismic hazard analysis on peta-scale heterogeneous supercomputers. Int Conf for High Performance Computing, Networking, Storage, and Analysis, p.1-12.

[3]Fang J, Fu H, Zhao W, et al., 2017. SwDNN: a library for accelerating deep learning applications on Sunway TaihuLight. Int Symp on Parallel and Distributed Processing, p.615-624.

[4]Fu H, Liao J, Yang J, et al., 2016. The Sunway TaihuLight supercomputer: system and applications. Sci China Inform Sci, 59(7):072001.

[5]Fu H, He C, Chen B, et al., 2017a. 18.9-PFlops nonlinear earthquake simulation on Sunway TaihuLight: enabling depiction of 18-Hz and 8-meter scenarios. Int Conf for High Performance Computing, Networking, Storage, and Analysis, p.1-12.

[6]Fu H, Liao J, Ding N, et al., 2017b. Redesigning CAM-SE for peta-scale climate modeling performance and ultra-high resolution on Sunway TaihuLight. Int Conf for High Performance Computing, Networking, Storage, and Analysis, p.1-12.

[7]Gan L, Fu H, Luk W, et al., 2013. {Accelerating solvers for global atmospheric equations through mixed-precision data flow engine}. 23rd Int Conf on Field Programmable Logic and Applications, p.1-6.

[8]Gan L, Fu H, Yang C, et al., 2014. {A highly-efficient and green data flow engine for solving Euler atmospheric equations}. 24th Int Conf on Field Programmable Logic and Applications, p.1-6.

[9]Palmer T, 2015. Modelling: build imprecise supercomputers. Nature, 526(7571):32-33.

[10]Roten D, Cui Y, Olsen KB, et al., 2016. High-frequency nonlinear earthquake simulations on peta-scale heterogeneous supercomputers. Int Conf for High Performance Computing, Networking, Storage, and Analysis, p.1-12.

[11]Shalf J, Dosanjh S, Morrison J, 2010. Exascale computing technology challenges. In Conf on High Performance Computing for Computational Science, p.1-25.

[12]Shaw DE, Dror RO, Salmon JK, et al., 2009. Millisecond-scale molecular dynamics simulations on Anton. Int Conf on High Performance Computing Networking, Storage, and Analysis, p.1-11.

[13]Shaw DE, Grossman J, Bank JA, et al., 2014. {Anton 2: raising the bar for performance and programmability in a special-purpose molecular dynamics supercomputer}. Int Conf for High Performance Computing, Networking, Storage, and Analysis, p.41-53.

[14]Wells J, Bland B, Nichols J, et al., 2016. Announcing supercomputer summit. Oak Ridge National Lab, Oak Ridge, TN, USA. https://www.osti.gov/servlets/purl/1259664

[15]Yang C, Xue W, Fu H, et al., 2016. 10M-core scalable fully-implicit solver for non-hydrostatic atmospheric dynamics. Int Conf for High Performance Computing, Networking, Storage, and Analysis, p.57-68.

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