CEJVM: "cluster enabled Java Virtual Machine"

M. Janjua, M. M. Yasin, Ch. Falak Sher, K. Awan, I. Hassan
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引用次数: 3

Abstract

CEJVM is a cluster enabled Java Virtual Machine, which executes in a distributed fashion among collaborating nodes of a dedicated cluster. It extends Java's multithreading mechanism to the parallel computing paradigm by transparent migration of independent application threads modeled in master worker paradigm. The goal is to obtain improved performance for computationally-intensive multi-threaded Java programs without modifying traditional JVM code, Java language or compiler implementation. Deploying a master worker relationship among the nodes in the cluster, CEJVM monitors, packs, transports and resurrects the Java threads on "Master JVM" and helper "Worker JVMs". Currently, we have created a prototype that runs pure Java applications on the local Ethernet based cluster of Win2K computers. We have achieved appreciable speedup for an ANN training program written in Java (with independent threads) on CEJVM without any modification to the program's source code.
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启用集群的Java虚拟机
CEJVM是一个支持集群的Java虚拟机,它在专用集群的协作节点之间以分布式方式执行。它通过透明地迁移在主工作者范式中建模的独立应用程序线程,将Java的多线程机制扩展到并行计算范式。目标是在不修改传统JVM代码、Java语言或编译器实现的情况下,为计算密集型多线程Java程序获得改进的性能。在集群中的节点之间部署一个主worker关系,CEJVM监视、打包、传输和恢复“主JVM”和辅助“worker JVM”上的Java线程。目前,我们已经创建了一个原型,在基于本地以太网的Win2K计算机集群上运行纯Java应用程序。我们已经在CEJVM上实现了用Java(独立线程)编写的人工神经网络训练程序的显著加速,而无需对程序的源代码进行任何修改。
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