为MPI通信模型设计并实现了一种异步通信机制

Motohiko Matsuda, T. Kudoh, Hiroshi Tazuka, Y. Ishikawa
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引用次数: 10

摘要

MPI通信库的许多实现都是在基于面向连接流通信的套接字接口之上实现的。这项工作解决了MPI通信模型和套接字接口之间的不匹配。为了克服这种不匹配并实现大规模基于商品的集群的高效MPI库,设计并实现了一种新的通信机制,称为02G。O2G将MPI的接收队列管理集成到TCP/IP协议处理程序中,而不修改协议栈。接收到的数据从TCP接收缓冲区中提取出来,并复制到中断调用的TCP/IP协议处理程序中的用户空间中。它完全避免了套接字的轮询,减少了系统调用开销,这在大规模集群中占主导地位。此外,它的即时和异步接收操作避免了由于接收缓冲区容量不足而导致的消息流中断,并保持了高带宽。使用NAS并行基准测试的评估表明,02G使MPI实现比原始版本快30%。对带宽的评估也表明,02G使MPI实现与连接数无关,而带套接字的实现受连接数的影响很大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The design and implementation of an asynchronous communication mechanism for the MPI communication model
Many implementations of an MPI communication library are realized on top of the socket interface which is based on connection-oriented stream communication. This work addresses a mismatch between the MPI communication model and the socket interface. In order to overcome a mismatch and implement an efficient MPI library for large-scale commodity-based clusters, a new communication mechanism, called 02G, is designed and implemented. O2G integrates receive queue management of MPI into a TCP/IP protocol handler, without modifying the protocol stacks. Received data is extracted from the TCP receive buffer and copied into the user space within the TCP/IP protocol handler invoked by interrupts. It totally avoids polling of sockets and reduces system call overhead, which becomes dominant in large-scale clusters. In addition, its immediate and asynchronous receive operation avoids message flow disruption due to a shortage of capacity in the receive buffer, and keeps the bandwidth high. An evaluation using the NAS Parallel Benchmarks shows that 02G made an MPI implementation up to 30 percent faster than the original one. An evaluation on bandwidth also shows that 02G made an MPI implementation independent of the number of connections, while an implementation with sockets was greatly affected by the number of connections.
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