基于云微服务的高性能计算新型高效分布式中间件

Fatema Zahra Benchara, M. Youssfi, O. Bouattane, H. Ouajji
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引用次数: 19

摘要

本文的目的是为基于云微服务的高性能计算(HPC)提供一种新的分布式计算中间件。随着大规模并行和分布式计算系统应用所处理的海量数据的大量增加,如何保持系统的可扩展性和效率是一个巨大的挑战。此外,该中间件为大规模并行和分布式计算实现了一种新的协作式微服务团队工作模型。该模型由分布式微服务作为集成负载均衡服务的微服务虚拟处理单元(msvpu)组成,并采用AMQP通信协议授予高性能计算能力。文中给出了所提出的分布式计算方案及其集成中间件,并给出了一些实验结果。
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A new efficient distributed computing middleware based on cloud micro-services for HPC
The aim of this paper is to present a new distributed computing middleware for High Performance Computing (HPC) based cloud micro-services. The great challenge is to maintain the scalability and efficiency of massively parallel and distributed computational system when the intensive big data processed by its applications is widely increased. Besides, the proposed middleware implements a new cooperative micro-services team works model for massively parallel and distributed computing. This model is constituted by distributed micro-services as Micro-service Virtual Processing Units (MsVPUs) with integrated load balancing service and an AMQP communication protocol that grant HPC. The paper shows the proposed distributed computational scheme and its integrated middleware accompanying by some experimental results.
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