Improving data freshness in lazy master schemes

Esther Pacitti, E. Simon, R. Melo
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引用次数: 24

Abstract

Many distributed database applications need to replicate data to improve data availability and query response time. The two phase commit protocol guarantees mutual consistency of replicated data but does not provide good performance. Lazy replication has been used as an alternative solution in several types of applications such as online financial transactions and telecommunication systems. In this case, mutual consistency is relaxed and the concept of freshness is used to measure the deviation between replica copies. We propose two update propagation strategies that improve freshness. Both of them use immediate propagation: updates to a primary copy are propagated towards a slave node as soon as they are detected at the master node without waiting for the commitment of the update transaction. We study the behavior of our strategies and show that they improve data freshness with respect to the deferred approach.
改进惰性主方案中的数据新鲜度
许多分布式数据库应用程序需要复制数据,以提高数据可用性和查询响应时间。两阶段提交协议保证了复制数据的相互一致性,但不能提供良好的性能。惰性复制已被用作几种类型的应用程序(如在线金融交易和电信系统)中的替代解决方案。在这种情况下,相互一致性被放松,新鲜度的概念被用来衡量复制副本之间的偏差。我们提出了两种提高新鲜度的更新传播策略。它们都使用即时传播:只要在主节点检测到对主副本的更新,就会立即将其传播到从节点,而无需等待更新事务的提交。我们研究了我们的策略的行为,并表明它们相对于延迟方法提高了数据的新鲜度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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