实现可扩展的实时消息

D. Bauer;L. Garces-Erice;S. Rooney;P. Scotton
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引用次数: 9

摘要

传统的消息传递技术是为大型事务系统设计的,这使得对其延迟的预测和校准不切实际。在本文中,我们提出了一个用Java实现的最小消息传递系统™, 旨在实现对这些技术的预期性能的分析、建模和校准。我们描述了该消息传递系统的算法和协议,展示了如何进行分析,并给出了实际测量的性能数据。我们表明,在测试环境中,该系统实现了每秒超过100000条消息的吞吐量,最大延迟小于120毫秒。在每秒10000条消息的情况下,测量到的最大延迟为5毫秒。这些算法利用了无锁数据结构,允许在多核系统上扩展吞吐量。
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Toward scalable real-time messaging
Conventional messaging technologies have been designed for large transactional systems, making the prediction and calibration of their delay impractical. In this paper, we present a minimal messaging system, implemented in Java™, that is designed to enable the analysis, modeling, and calibration of the expected performance of these technologies. We describe the algorithms and protocols that underlie this messaging system, show how an analysis can be performed, and give the actual measured performance figures. We show that the system achieves a throughput of more than 100,000 messages per second with less than 120-millisecond maximum latency, in the test environment. At 10,000 messages per second, a maximum latency of 5 milliseconds is measured. The algorithms make use of lock-free data structures, which allow the throughput to scale on multi-core systems.
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