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Data consistency in intermittently connected distributed systems

机译:间歇连接的分布式系统中的数据一致性

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Mobile computing introduces a new form of distributed computation in which communication is most often intermittent, low-bandwidth, or expensive, thus providing only weak connectivity. We present a replication scheme tailored for such environments. Bounded inconsistency is defined by allowing controlled deviation among copies located at weakly connected sites. A dual database interface is proposed that in addition to read and write operations with the usual semantics supports weak read and write operations. In contrast to the usual read and write operations that read consistent values and perform permanent updates, weak operations access only local and potentially inconsistent copies and perform updates that are only conditionally committed. Exploiting weak operations supports disconnected operation since mobile clients can employ them to continue to operate even while disconnected. The extended database interface coupled with bounded inconsistency offers a flexible mechanism for adapting replica consistency to the networking conditions by appropriately balancing the use of weak and normal operations. Adjusting the degree of divergence among copies provides additional support for adaptivity. We present transaction-oriented correctness criteria for the proposed schemes, introduce corresponding serializability-based methods, and outline protocols for their implementation. Then, some practical examples of their applicability are provided. The performance of the scheme is evaluated for a range of networking conditions and varying percentages of weak transactions by using an analytical model developed for this purpose.
机译:移动计算引入了一种新的分布式计算形式,其中通信通常是间歇性的,低带宽的或昂贵的,因此仅提供了较弱的连接性。我们提出了针对此类环境的复制方案。通过允许位于弱连接站点的副本之间的受控偏差来定义有界不一致。提出了一个双数据库接口,该接口除了具有常规语义的读取和写入操作外,还支持弱读取和写入操作。与通常的读取和写入操作读取一致的值并执行永久更新相反,弱操作仅访问本地和可能不一致的副本,并执行仅有条件提交的更新。利用弱操作支持断开操作,因为移动客户端即使在断开连接的情况下也可以利用它们继续操作。扩展的数据库接口加上有限的不一致性提供了一种灵活的机制,可以通过适当地平衡弱操作和正常操作的使用来使副本一致性适应网络条件。调整副本之间的差异程度为适应性提供了额外的支持。我们为提出的方案提出了面向事务的正确性标准,介绍了相应的基于可序列化的方法,并概述了其实现的协议。然后,提供了一些适用性的实际示例。通过使用为此目的而开发的分析模型,可以在一定范围的联网条件和变化的弱交易百分比下评估该方案的性能。

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