通过简洁的数据结构在内存中表示数据库:教程摘要

R. Raman
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引用次数: 1

摘要

近年来,简洁数据结构(SDS)领域发展迅速。SDS将数据存储在接近信息论最小值的主存空间中,并且与传统的对应程序相比,支持对数据的操作几乎没有或几乎没有减速。实际上,SDS使用的主存比传统数据结构少一到两个数量级。由于这个原因,SDS正在成为一种流行的方法,用于存储仅比主存稍大的数据。本教程探讨了SDS的基础知识及其在各种数据库问题中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
In-memory Representations of Databases via Succinct Data Structures: Tutorial Abstract
In recent years, the field of succinct data structures (SDS) has grown rapidly. SDS store data in main memory space that approaches an information-theoretic minimum, and support operations on the data with little or no slow-down compared to their conventional counterparts. In practice, an SDS uses one to two orders of magnitude less main memory than a conventional data structure. For this reason, SDS are becoming a popular approach for storing data that is only somewhat bigger than main memory. This tutorial explores the fundamentals of SDS and their applications to a variety of database problems.
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