计算机科学 ›› 2023, Vol. 50 ›› Issue (11A): 221000136-5.doi: 10.11896/jsjkx.221000136
韩琦琦, 刘鑫
HAN Qiqi, LIU Xin
摘要: 随着超级计算机的发展,大规模数值计算、大数据分析对算力基础设施的能力和数量的要求日益增长,受成本与功耗等因素的制约,单个超算中心不能无限制扩大规模,异地超算互联互通为解决这个问题提供了一种新的思路。文中基于济南至青岛10 Gbps DWDM光纤网络,搭建了济青跨地域500 km高速互联的计算集群,实现了两地计算资源的统一调度,利用海气耦合模式COAWST中的海洋分量模式ROMS和大气分量模式WRF进行了多组同地和异地不同资源规模和配置的对比实验。实验结果表明,耦合模式在异地高速互联环境下协同计算是可行的,WRF模式和ROMS模式在济南同地和济青异地运行同一算例的模拟结果相同,WRF模式在济南集群运行、ROMS模式在青岛集群运行时,运行时间比二者都在济南集群运行时增加5%,单分量模式拆分在济南集群和青岛集群协同计算时通信耗时较长,异地高速互联环境更适合有分量模块的耦合模式。
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[1]ZHANG Y Q.State-of-the-art Analysis and Perspectives of2018 China HPC Development[J].Computer Science,2019,46(1):1-5. [2]CHRZESZCZYK J,HOWARD A,CHRZESZCZYK A,et al.InfiniCloud 2.0:Distributing High Performance Computing across Continents[J].Supercomputing Frontiers and Innovations,2016,3(2):54-71. [3]LI M K,ZHANG S Q,WU L X,et al.A high-resolution Asia-Pacific regional coupled prediction system with dynamically downscaling coupled data assimilation[J].Science Bulletin,2020,65(21):1849-1858. [4]CHEN Z Q,GAN Q Y,XU J J.Numerical simulation of severe tropical storm Fani(2019) in the northern Indian Ocean using the COAWST model[J].Journal of Tropical Meteorology,2022,38(3):366-376. [5]LIU W,YANG C Y,LI Y D,et al.The development and application of the WRF-POM regional air-sea coupled model based on the MCT coupler[J].Marine Sciences,2018,42(5):98-107. [6]NIEDZIELEWSKI K,SEMENIUK M,JAROS L,et al.LongDistance Geographically Distributed InfiniBand Based Computing[J].Supercomputing Frontiers and Innovations,2020,7(2):24-34. [7]KIM B,JUNG J,MIN H,et al.Efficient Data Pre-fetchingScheme for InfiniBand based High Performance Clusters[J].KIISE Transactions on Computing Practices,2017,23(5):293-298. [8]WANG X,LIN F,QIAN D P,et al.A large-scale Infiniband interconnection network simulation system based on OMNet++[J].Computer Engineering & Science,2021,43(5):792-798. [9]FU H H,LIAO J F,YANG J Z,et al.The Sunway Taihu Light supercomputer:system and applications[J].Science China(Information Sciences),2016,59(7):113-128. [10]WANG X N,XIAO H L,CAO R Q.Design and implementation of an optimal job scheduling model in the high performance computing environment[J].Computer Engineering & Science,2017,39(4):619-626. [11]LIU P N,GUITART J.Performance characterization of contai-nerization for HPC workloads on InfiniBand clusters:an empirical study[J].Cluster Computing,2022,25(6):847-868. [12]GAO J G,ZHENG F,QI F B,et al.Sunway supercomputer architecture towards exascale computing:analysis and practice[J].Science China(Information Sciences),2021,64(4):177-197. [13]WU Z H Y,JIANG C H B,DENG B,et al.Numerical investigation of Typhoon Kai-tak(1213) using a mesoscale coupled WRF-ROMS model [J].Ocean Engineering,2019,175(3):1-15. [14]WU Z H Y,CHEN J,JIANG C H B,et al.Numerical investigation of Typhoon Kai-tak(1213) using a mesoscale coupled WRF-ROMS model—Part Ⅱ:wave effects[J].Ocean Engineering,2020,196(C):106805-106805. [15]LIU X,HAN Q Q,CHEN X E.Numerical simulation of seasonal variation of the South China Sea throughflow[J].Periodical of Ocean University of China,2022,52(1):12-21. [16]YE Y J,CHEN D X,HU J K,et al.Parallel Design and Optimization of GRAPES_CUACE On-line Coupled Air Quality Mode[J].Computer Science,2019,46(S2):528-534. |
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