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dragon: Multidimensional range queries on distributed aggregation trees

机译:Dragon:分布式聚集树上的多维范围查询

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摘要

Distributed query processing is of paramount importance in next-generation distribution services, such as Internet ofudThings (IoT) and cyber-physical systems. Even if several multi-attribute range queries supports have been proposed forudpeer-to-peer systems, these solutions must be rethought to fully meet the requirements of new computational paradigmsudfor IoT, like fog computing. This paper proposes dragon, an ecient support for distributed multi-dimensional rangeudquery processing targeting ecient query resolution on highly dynamic data. In dragon nodes at the edges of theudnetwork collect and publish multi-dimensional data. The nodes collectively manage an aggregation tree storing datauddigests which are then exploited, when resolving queries, to prune the sub-trees containing few or no relevant matches.udMulti-attribute queries are managed by linearising the attribute space through space lling curves. We extensivelyudanalysed dierent aggregation and query resolution strategies in a wide spectrum of experimental set-ups. We show thatuddragon manages eciently fast changing data values. Further, we show that dragon resolves queries by contacting audlower number of nodes when compared to a similar approach in the state of the art.
机译:分布式查询处理在下一代分发服务中是至关重要的,例如 Udthings(IoT)和网络物理系统的Internet。即使已经提出了多个多属性范围查询支持,也必须为 UDPER-PEER系统提出,这些解决方案必须予以充分满足新的计算范式 UDFOR IOT的要求,如雾计算。本文提出了龙,对分布式多维范围 UDQuery处理的Endient支持,针对高度动态数据的eRient查询分辨率。在 udnetwork的边缘的龙节点收集和发布多维数据。节点统称地管理存储数据 uddigest的聚合树,然后在解析查询时被利用,以修剪包含少数或无相关匹配的子树。 udmulti-属性通过线性通过空间曲线线性来管理。我们在广泛的实验组中广泛 Udanysed Dirent聚合和查询分辨率策略。我们展示了 uddragon管理了非常快速的更改数据值。此外,我们展示龙通过在现有技术中的类似方法与类似方法相比,通过联系A udlower数量来解决查询。

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