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A Snappy B+-Trees Index Reconstruction for Main-Memory Storage Systems

机译:主内存存储系统的Snappy B + -Trees索引重建

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A main memory system employs a main memory rather than a disk as a primary storage and efficiently supports various real time applications that require high performance. The time to recover the system from failure needs to be shortened for real time service, and fast index reconstruction is an essential step for data recovery. In this paper, we present a snappy B+-Tree reconstruction algorithm called Max-PL. The basic Max-PL (called Max) stores the max keys of the leaf nodes at backup time and reconstructs the B+-Tree index structure using the pre-stored max keys at restoration time. Max-PL employs a parallelism to Max in order to improve the performance. We analyze the time complexity of the algorithm, and perform the experimental evaluation to compare its performance with others. Using Max-PL, we achieve a speedup of 2 over Batch Construction and 6.7 over B+-tree Insertion at least.
机译:主存储器系统采用主存储器而不是磁盘作为主要存储,并且有效地支持需要高性能的各种实时应用。恢复系统从故障恢复的时间需要缩短,以便实时服务缩短,并且快速索引重建是数据恢复的重要步骤。在本文中,我们介绍了一种称为MAX-PL的SNAPPY B + -Tree重建算法。基本MAX-PL(称为MAX)存储备份时间以备份时间的最大键,并使用预先存储的最大键在恢复时间内重建B + -tree索引结构。 MAX-PL采用并行性至最大值以提高性能。我们分析了算法的时间复杂性,并执行实验评估,以将其与他人的性能进行比较。使用MAX-PL,我们至少在批量构造中实现了2的加速,并且至少在B + -Tree插入超过B + -Tree插入。

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