Performance Analysis and Evaluation of InfiniBand FDR and 40GigE RoCE on HPC and Cloud Computing Systems

Jérôme Vienne, Jitong Chen, Md. Wasi-ur-Rahman, Nusrat S. Islam, H. Subramoni, D. Panda
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引用次数: 53

Abstract

Communication interfaces of high performance computing (HPC) systems and clouds have been continually evolving to meet the ever increasing communication demands being placed on them by HPC applications and cloud computing middleware (e.g., Hadoop). The PCIe interfaces can now deliver speeds up to 128 Gbps (Gen3) and high performance interconnects (10/40 GigE, InfiniBand 32 Gbps QDR, InfiniBand 54 Gbps FDR, 10/40 GigE RDMA over Converged Ethernet) are capable of delivering speeds from 10 to 54 Gbps. However, no previous study has demonstrated how much benefit an end user in the HPC / cloud computing domain can expect by utilizing newer generations of these interconnects over older ones or how one type of interconnect (such as IB) performs in comparison to another (such as RoCE).In this paper we evaluate various high performance interconnects over the new PCIe Gen3 interface with HPC as well as cloud computing workloads. Our comprehensive analysis done at different levels, provides a global scope of the impact these modern interconnects have on the performance of HPC applications and cloud computing middleware. The results of our experiments show that the latest InfiniBand FDR interconnect gives the best performance for HPC as well as cloud computing applications.
InfiniBand FDR和40GigE RoCE在高性能计算和云计算系统上的性能分析与评估
高性能计算(HPC)系统和云的通信接口一直在不断发展,以满足HPC应用程序和云计算中间件(例如Hadoop)对其不断增长的通信需求。PCIe接口现在可以提供高达128 Gbps (Gen3)的速度,高性能互连(10/40 GigE, InfiniBand 32 Gbps QDR, InfiniBand 54 Gbps FDR,融合以太网上的10/40 GigE RDMA)能够提供10到54 Gbps的速度。然而,之前的研究没有证明HPC /云计算领域的最终用户通过使用新一代的互连可以获得多少好处,或者一种类型的互连(如IB)与另一种类型的互连(如RoCE)相比表现如何。在本文中,我们评估了基于HPC和云计算工作负载的新型PCIe Gen3接口的各种高性能互连。我们在不同层次上进行的综合分析,提供了这些现代互连对高性能计算应用程序和云计算中间件性能的影响的全球范围。实验结果表明,最新的InfiniBand FDR互连为高性能计算和云计算应用提供了最佳性能。
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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