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Design of efficient Java message-passing collectives on multi-core clusters

机译:多核集群上高效的Java消息传递集合的设计

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This paper presents a scalable and efficient Message-Passing in Java (MPJ) collective communication library for parallel computing on multi-core architectures. The continuous increase in the number of cores per processor underscores the need for scalable parallel solutions. Moreover, current system deployments are usually multi-core clusters, a hybrid shared/distributed memory architecture which increases the complexity of communication protocols. Here, Java represents an attractive choice for the development of communication middleware for these systems, as it provides built-in networking and multithreading support. As the gap between Java and compiled languages performance has been narrowing for the last years, Java is an emerging option for High Performance Computing (HPC).
机译:本文提出了一种可扩展且高效的Java消息传递(MPJ)集体通信库,用于在多核体系结构上进行并行计算。每个处理器的内核数量不断增加,突显了对可扩展并行解决方案的需求。此外,当前的系统部署通常是多核群集,这是一种混合的共享/分布式内存体系结构,会增加通信协议的复杂性。在这里,Java代表了这些系统的通信中间件开发的诱人选择,因为它提供了内置的联网和多线程支持。近年来,由于Java和编译语言之间的性能差距一直在缩小,因此Java是高性能计算(HPC)的新兴选择。

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