Java对象在高性能网络上通信

L. Courtrai, Y. Mahéo, Frédéric Raimbault
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引用次数: 2

摘要

本地高性能网络的可用性已经使工作站集群成为并行计算的重要替代方案。然而,针对这种体系结构的高级而有效的编程语言仍然缺失。最近的作品显示了对Java集群编程的兴趣。其中一个主要问题是有效地处理对象之间的通信,以真正利用网络速度的优势。本文通过提出一个Java对象通信库,提出了一种替代标准序列化过程的方法。对象分配的控制方式是这样的:两个节点之间的对象传输会产生直接的内存到内存转储。我们将展示特定的分配机制如何与Java虚拟机协作,从而实现对象图的快速传输。给出了基本运算和遗传规划应用的实验结果;他们展示了传输速度的巨大变化。
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Java objects communication on a high performance network
Local high performance networks availability already makes workstations clusters a serious alternative for parallel computing. However a high level and effective programming language for such architecture is still missing. Recent works show the interest in Java for cluster programming. One of the main issues is to handle efficiently the communication of objects to really take advantage of the network speed. The paper presents an alternative to the standard serialization process through the proposal of a Java object communication library. Object allocation is controlled in such a way that the transfer of objects between two nodes comes to a direct memory to memory dump. We show how specific allocation mechanisms can cooperate with a Java Virtual Machine so that fast transfers of graphs of objects can be achieved. Experimental results are given for basic operations and for a genetic programming application; they demonstrate a dramatic change in the transfer speed.
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