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A Novel Approach to Improve Availability of Massive Database Systems (MDS)

机译:一种提高海量数据库系统(MDS)可用性的新颖方法

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Because of the huge scale and numerouscomponents, a massive database system’s availability hasbecome a serious challenge. Many database replicationtechnologies are used to increase the MTTF, but few areprovided to decrease MTTR in massive database systemswhere the traditional backup methods are not feasible forexpensive human cost. Based on analyzing thecharacteristics of the data in massive databases, we proposea novel approach called Detaching Read-Only (DRO)mechanism and its variation DRO+. It decreases MTTRthrough reducing the size of physically changing data inevery database by detaching data on node granularity. Theanalysis and experiment results show that our approach cannot only reduce MTTR by an order of magnitude, but alsoreduce the expensive human cost without extra hardwarecost.
机译:由于规模庞大且组件众多,因此庞大的数据库系统的可用性已成为一个严峻的挑战。许多数据库复制技术用于增加MTTF,但在大型数据库系统中却很少提供这种技术来降低MTTR,在这些数据库中,传统的备份方法无法实现昂贵的人工成本。在分析海量数据库中数据的特征的基础上,我们提出了一种称为分离只读(DRO)机制及其变体DRO +的新颖方法。通过减少节点粒度上的数据,它通过减少每个数据库中物理更改数据的大小来减少MTTR。分析和实验结果表明,我们的方法不仅可以将MTTR降低一个数量级,而且可以在不增加硬件成本的情况下降低昂贵的人工成本。

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