Channel Interface: A Primitive Model for Memory Efficient Communication

T. Nanri, T. Soga, Yuichiro Ajima, Yoshiyuki Morie, H. Honda, Taizo Kobayashi, T. Takami, S. Sumimoto
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引用次数: 4

Abstract

Though the size of the system is getting larger towards exa-scale computation, the amount of available memory on computing nodes is expected to remain the same or to decrease. Therefore, memory efficiency is becoming an important issue for achieving scalability. This paper pointed out the problem of memory-inefficiency in the de-facto standard parallel programming model, Message Passing Interface (MPI). To solve this problem, the channel interface was introduced in the paper. This interface enables the programmers to appropriately allocate and de-allocate channels so that the program consumes just-enough amount of memory for communication. In addition to that, by limiting the message transfer supported by a channel as simple as possible, the memory consumption and the overhead for handling messages with this interface can be minimal. This paper showed a sample implementation of this interface. Then, the memory efficiency of the implementation is examined by the models of the memory consumption and the performance.
通道接口:内存高效通信的基本模型
虽然系统的大小正朝着超大规模计算的方向发展,但计算节点上的可用内存量预计将保持不变或减少。因此,内存效率成为实现可伸缩性的一个重要问题。本文指出了事实上的标准并行编程模型——消息传递接口(Message Passing Interface, MPI)的内存效率低下问题。为了解决这一问题,本文引入了信道接口。该接口使程序员能够适当地分配和取消分配通道,以便程序消耗刚好足够的通信内存。除此之外,通过尽可能简单地限制通道所支持的消息传输,可以将使用该接口处理消息的内存消耗和开销降到最低。本文给出了该接口的一个示例实现。然后,通过内存消耗和性能模型来检验实现的内存效率。
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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