分布式发布/订阅消息中可扩展性和即时性的自适应拓扑

Ryohei Banno, Kazuyuki Shudo
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引用次数: 1

摘要

发布/订阅是一种通信模型,用于通过代理交换消息,同时提供松耦合。到目前为止,已经有一些研究通过形成分布式代理来解决代理上的负载集中问题。然而,尽管它们通过在多个代理之间分配负载实现了更高的吞吐量,但这些现有的研究需要增加消息传递的延迟。在本文中,我们提出了一种新的方法来构建和维护分布式发布/订阅消息中具有可伸缩性和即时性的自适应拓扑。该方法适用于基于主题的发布/订阅系统,并使用多个代理组成覆盖网络。它的拓扑动态变化,根据主题负载(即客户端数量)以单跳或多跳的方式为每个主题组成子图。实验结果表明,与现有研究相比,该方法减少了影响延迟的主要因素——传递路径长度。特别是对于低负载主题,本文方法的减少率达到大于60%的值。
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Adaptive Topology for Scalability and Immediacy in Distributed Publish/Subscribe Messaging
Publish/subscribe is a communication model for exchanging messages via a broker while providing loose coupling. So far, several studies have been conducted to address load concentration on the broker by forming distributed brokers. However, although they achieve higher throughput by load distribution among multiple brokers, these existing studies require an increased latency for message delivery. In this paper, we propose a novel method to construct and maintain an adaptive topology that features both scalability and immediacy in distributed publish/subscribe messaging. The proposed method is for topic-based publish/subscribe systems and uses a number of brokers to form an overlay network. Its topology changes dynamically to compose a subgraph for each topic in a single-hop or multi-hop manner according to the topic load (i.e., the number of clients). The experimental results show that compared to existing studies, the proposed method reduces the delivery path length, which is a principal factor that affects latency. Especially for low load topics, the reduction rate of the proposed method reaches values greater than 60%.
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