Evaluation of NTP/PTP fine-grain synchronization performance in HPC clusters

ANDARE '18 Pub Date : 2018-11-04 DOI:10.1145/3295816.3295819
Antonio Libri, Andrea Bartolini, Daniel Cesarini, L. Benini
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引用次数: 10

Abstract

Fine-grain time synchronization is important to address several challenges in today and future High Performance Computing (HPC) centers. Among the many, (i) co-scheduling techniques in parallel applications with sensitive bulk synchronous workloads, (ii) performance analysis tools and (iii) autotuning strategies that want to exploit State-of-the-Art (SoA) high resolution monitoring systems, are three examples where synchronization of few microseconds is required. Previous works report custom solutions to reach this performance without incurring in extra cost of dedicated hardware. On the other hand, the benefits to use robust standards which are widely supported by the community, such as Network Time Protocol (NTP) and Precision Time Protocol (PTP), are evident. With today's software and hardware improvements of these two protocols and off-the-shelf integration in SoA HPC servers no expensive extra hardware is required anymore, but an evaluation of their performance in supercomputing clusters is needed. Our results show NTP can reach on computing nodes an accuracy of 2.6 μs and a precision below 2.7 μs, with negligible overhead. These values can be bounded below microseconds, with PTP and low-cost switches (no needs of GPS antenna). Both protocols are also suitable for data time-stamping in SoA HPC monitoring infrastructures. We validate their performance with two real use-cases, and quantify scalability and CPU overhead. Finally, we report software settings and low-cost network configuration to reach these high precision synchronization results.
HPC集群中NTP/PTP细粒度同步性能评价
细粒度时间同步对于解决当前和未来高性能计算(HPC)中心的几个挑战非常重要。其中,(i)具有敏感批量同步工作负载的并行应用程序中的协同调度技术,(ii)性能分析工具和(iii)希望利用最先进(SoA)高分辨率监控系统的自动调优策略,是需要几微秒同步的三个例子。以前的工作报告了自定义解决方案,以达到这种性能,而不会产生额外的专用硬件成本。另一方面,使用社区广泛支持的健壮标准(如网络时间协议(NTP)和精确时间协议(PTP))的好处是显而易见的。随着这两种协议在软件和硬件方面的改进以及SoA HPC服务器中现成的集成,不再需要昂贵的额外硬件,但是需要对它们在超级计算集群中的性能进行评估。结果表明,NTP可以在计算节点上达到2.6 μs的精度和2.7 μs以下的精度,而开销可以忽略不计。使用PTP和低成本开关(不需要GPS天线),这些值可以限制在微秒以下。这两种协议也适用于SoA HPC监控基础设施中的数据时间戳。我们用两个真实用例验证了它们的性能,并量化了可伸缩性和CPU开销。最后,我们报告了软件设置和低成本的网络配置,以达到这些高精度的同步结果。
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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