Scalable high performance computing in wide area network

R. Hassani, P. Luksch
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引用次数: 5

Abstract

Many parallel applications in High Performance Computing have to communicate via wide area network (WAN), e.g., in a grid or cloud environment that spans multiple sites. Communication across WAN links slows down the application due to high latency and low bandwidth. Much of this overhead is due to the current implementations of the MPI (Message Passing Interface) standard. My project aims at improving WAN performance of MPI. Virtually most of today's wide area MPI implementations rely on the TCP/IP protocol. I propose to replace it by an innovative concurrent multipath communication method (CMC-SCTP) and integrate it with Open MPI project, which will increase bandwidth and enhance fault resilience within the MPI protocol stack in WAN environment. I plan to make my research results available to the community within the scope of the Open MPI project.
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广域网中可扩展的高性能计算
高性能计算中的许多并行应用程序必须通过广域网(WAN)进行通信,例如,在跨越多个站点的网格或云环境中。由于高延迟和低带宽,跨WAN链路的通信降低了应用程序的速度。这种开销大部分是由于MPI(消息传递接口)标准的当前实现造成的。我的项目旨在提高MPI的广域网性能。实际上,当今大多数广域MPI实现都依赖于TCP/IP协议。我建议用一种创新的并发多路径通信方法(CMC-SCTP)取代它,并将其与Open MPI项目集成,这将增加广域网环境下MPI协议栈的带宽和增强故障恢复能力。我计划在Open MPI项目的范围内将我的研究成果提供给社区。
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