High Performance Data Transfer in Grid Environment Using GridFTP over InfiniBand

H. Subramoni, P. Lai, R. Kettimuthu, D. Panda
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引用次数: 34

Abstract

GridFTP, designed using the Globus XIO framework, is one of the most popular methods in use to perform data transfers in the grid environment. But the performance of GridFTP in WAN is limited by the relatively low communication bandwidth offered by the existing network protocols. On the other hand, modern interconnects such as InfiniBand, with many advanced communication features like zero-copy protocol and RDMA operations, can greatly improve communication efficiency. In this paper, we take on the challenge of combining the ease of use of the Globus XIO framework and the high performance achieved through InfiniBand communication, thereby natively sup-porting GridFTP over InfiniBand based networks. The Advanced Data Transfer Service (ADTS), designed in our previous work, provides the low level InfiniBand support to the Globus XIO layer. We introduce the concepts of I/Ostaging in the Globus XIO ADTS driver to achieve efficient disk based data transfers. We evaluate our designs in both LAN and WAN environments using micro benchmarks as well as communication traces from several real world applications. We also provide insights into the communication performance with some in-depth analysis. Our experimental evaluation shows a performance improvement of up to100% for ADTS based data transfers as opposed to TCP or UDP based ones in LAN and high delay WAN scenarios.
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网格环境下基于GridFTP的高性能数据传输
GridFTP是使用Globus XIO框架设计的,是在网格环境中执行数据传输的最常用方法之一。但是GridFTP在广域网中的性能受到现有网络协议提供的相对较低的通信带宽的限制。另一方面,现代互连,如InfiniBand,具有许多先进的通信特性,如零复制协议和RDMA操作,可以大大提高通信效率。在本文中,我们接受了将Globus XIO框架的易用性与通过InfiniBand通信实现的高性能相结合的挑战,从而在基于InfiniBand的网络上本地支持GridFTP。在我们之前的工作中设计的高级数据传输服务(ADTS)为Globus XIO层提供了低级的InfiniBand支持。我们在Globus XIO ADTS驱动程序中引入I/Ostaging的概念,以实现高效的基于磁盘的数据传输。我们在局域网和广域网环境中使用微基准测试以及来自几个真实世界应用程序的通信跟踪来评估我们的设计。我们还通过一些深入的分析提供了对通信性能的见解。我们的实验评估显示,在LAN和高延迟WAN场景中,基于ADTS的数据传输与基于TCP或UDP的数据传输相比,性能提高高达100%。
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