Towards interactive analytics and visualization on one billion tweets

Jianfeng Jia, Chen Li, Xi Zhang, Chen Li, M. Carey, Simon Su
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引用次数: 22

Abstract

We present a system called "Cloudberry" that allows users to interactively query, analyze, and visualize large amounts of data with temporal, spatial, and textual dimensions. As a general-purpose full-stack solution, it has a friendly UI, intelligent middleware, and a powerful big data management backend running Apache AsterixDB to enable big data analytics and visualization. We will demonstrate the system using Twitter data on a computer cluster.
迈向10亿条推文的交互式分析和可视化
我们提出了一个名为“Cloudberry”的系统,它允许用户交互式地查询、分析和可视化大量的时间、空间和文本维度的数据。作为一个通用的全栈解决方案,它有一个友好的UI,智能的中间件,以及一个运行Apache AsterixDB的强大的大数据管理后端,以实现大数据分析和可视化。我们将在计算机集群上使用Twitter数据演示该系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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