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A tool for Internet-scale cardinality estimation of XPath queries over distributed semistructured data

机译:XPath对分布式半系统数据XPath查询的互联网级基数估计的工具

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摘要

We present a novel tool called XGossip for Internet-scale cardinality estimation of XPath queries over distributed XML data. XGossip relies on the principle of gossip, is scalable, decentralized, and can cope with network churn and failures. It employs a novel divide-and-conquer strategy for load balancing and reducing the overall network bandwidth consumption. It has a strong theoretical underpinning and provides provable guarantees on the accuracy of cardinality estimates, the number of messages exchanged, and the total bandwidth usage. In this demonstration, users will experience three engaging scenarios: In the first scenario, they can set up, configure, and deploy XGossip on Amazon Elastic Compute Cloud (EC2). In the second scenario, they can execute XGossip, pose XPath queries, observe in real-time the convergence speed of XGossip, the accuracy of cardinality estimates, the bandwidth usage, and the number of messages exchanged. In the third scenario, they can introduce network churn and failures during the execution of XGossip and observe how these impact the behavior of XGossip.
机译:我们提出了一个名为XGossip XPath的互联网规模的基数估计新工具查询在分布式XML数据。 XGossip依靠八卦的原理,是可扩展的,分散的,并能与网络搅动和故障处理。它采用了用于负载平衡和降低了整体的网络带宽的消耗的新颖的分而治之的策略。它具有很强的理论基础和基数估算的准确性提供可证明的保证,消息的数目交换,并且总的带宽使用。在这个演示中,用户将体验到三个接合部情形:第一种情况,他们可以设置,配置,和亚马逊弹性计算云(EC2)中部署XGossip。在第二种情况下,他们可以执行XGossip,造成XPath查询,实时观察XGossip,基数估计的准确度,带宽使用的收敛速度,信息的数量进行交换。在第三种情况下,他们可以XGossip的执行过程中引入网络搅动和失败,并观察这些如何影响XGossip的行为。

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