Network latency optimizations in distributed database systems

S. Banerjee, Panos K. Chrysanthis
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引用次数: 9

Abstract

The advent of high-speed networks will enable the deployment of data-server systems (currently used in LANs) over WANs. The users of these systems will have the same high expectations with respect to performance parameters (such as the transaction throughput, response time and system reliability) as in the case of LANs. Thus, it is important to study the performance of existing distributed database protocols in the new networking environment, identify the performance bottlenecks and develop protocols that are capable of taking advantage of the high-speed networking technology. As a first step, in this paper, we examine the scalability of the server-based two-phase locking (s-2PL) protocol, and discuss three optimizations which allow the s-2PL protocol to be tailored for high-speed WAN environments where the size of the message is less of a concern than the number of rounds of message passing. These optimizations, collectively called the group two-phase locking (g-2PL) protocol, reduce the number of rounds of message passing by grouping lock grants, client-end caching and data migration. In a simulation study, 20-25% improvement in the response time of the g-2PL protocol over that of the s-2PL protocol was observed.
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分布式数据库系统中的网络延迟优化
高速网络的出现将使在广域网上部署数据服务器系统(目前在局域网中使用)成为可能。这些系统的用户对性能参数(如事务吞吐量、响应时间和系统可靠性)的期望与局域网的情况相同。因此,研究现有分布式数据库协议在新的网络环境下的性能,识别性能瓶颈,开发能够充分利用高速网络技术的协议是非常重要的。作为第一步,在本文中,我们研究了基于服务器的两阶段锁定(s-2PL)协议的可扩展性,并讨论了三种优化,这些优化允许s-2PL协议针对高速WAN环境进行定制,在这种环境中,消息的大小比消息传递的轮数更受关注。这些优化统称为组两阶段锁定(g-2PL)协议,它们通过组锁授予、客户端缓存和数据迁移减少了消息传递的轮数。在模拟研究中,观察到g-2PL协议的响应时间比s-2PL协议提高了20-25%。
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