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Performance of hard real-time transaction scheduling policies in parallel database systems

机译:并行数据库系统中硬实时事务调度策略的性能

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Real-time transactions, in addition to preserving consistency of the database as in traditional transactions, have to meet the deadlines. Scheduling real-time transactions in parallel database systems has not received much attention. This paper focuses on real-time transaction scheduling in shared-nothing parallel database systems. We evaluate the performance of a new priority-based scheduling policy, in which all scheduling decisions are made locally by each node. In contrast, several other algorithms, proposed for the distributed systems, require communication among the nodes to globally synchronize their local block and abort decisions. Such synchronization can deteriorate performance as real-time transactions will have to meet deadlines. We use miss ratio as the performance metric and show that, in general, the new policy provides a superior performance for the workload and system parameters considered in this study.
机译:实时交易,除了像传统交易一样保持数据库的一致性外,还必须满足最后期限。在并行数据库系统中调度实时事务并没有引起太多关注。本文重点讨论无共享并行数据库系统中的实时事务调度。我们评估了新的基于优先级的调度策略的性能,其中所有调度决策均由每个节点在本地进行。相反,为分布式系统提出的其他几种算法则要求节点之间进行通信以全局同步其本地块并中止决策。由于实时交易必须在截止日期之前进行,因此这种同步可能会降低性能。我们使用未命中率作为性能指标,并表明,总体而言,新策略为本研究中考虑的工作负载和系统参数提供了出色的性能。

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