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On Building Efficient Temporal Indexes on Hyperledger Fabric

机译:关于在Hyperledger Fabric上建立有效的时间指标

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We discuss the problem of constructing efficient temporal indexes on Hyperledger Fabric, a popular Blockchain platform. The temporal nature of the data inserted by Fabric transactions can be leveraged to support various use-cases. This requires that temporal queries be processed efficiently on this data. Currently this presents significant challenges as this data is organized on file-system, is exposed via limited API and does not support temporal indexes. In a prior work [1], we presented two models for creating temporal indexes on Fabric which overcome these limitations and improve the performance of temporal queries on Fabric. The first model creates a copy of each event inserted and stores temporally close events together on Fabric. The second model keeps the event count intact but tags metadata to each event s.t. temporally close events share the same metadata. In this paper, we present variants on these two models which are better able to handle the skew present in Fabric data. We discuss the details and show that these variants significantly outperform the approaches presented in [1] when Fabric data contains skew. We also discuss the performance tradeoffs among these variants across various dimensions - data storage, query performance, event insertion time etc.
机译:我们讨论了在流行的区块链平台Hyperledger Fabric上构造有效的时间索引的问题。可以利用Fabric事务插入的数据的时间特性来支持各种用例。这就要求对这些数据有效地处理时间查询。当前,由于此数据是在文件系统上组织,通过有限的API公开且不支持时间索引的,因此这面临着巨大的挑战。在先前的工作[1]中,我们提出了两个用于在Fabric上创建时态索引的模型,这些模型克服了这些限制并提高了Fabric上的时态查询的性能。第一个模型创建每个插入事件的副本,并将暂时关闭的事件存储在Fabric上。第二个模型使事件计数保持不变,但是将元数据标记到每个事件s.t。时间上接近的事件共享相同的元数据。在本文中,我们介绍了这两种模型的变体,它们能够更好地处理Fabric数据中存在的偏斜。我们讨论了细节,并显示出当Fabric数据包含偏斜时,这些变体明显优于[1]中提出的方法。我们还将讨论这些变体之间各个维度之间的性能折衷-数据存储,查询性能,事件插入时间等。

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