Ver:查看野外发现
Ver: View Discovery in the Wild
摘要:
我们提出了版本,一个数据发现系统,识别项目连接视图在大型存储库的表,不包含连接路径信息,甚至当输入查询是不准确的。Ver实现了一个参考架构,以解决视图发现的技术(规模和搜索)和人为(语义模糊,导航大量结果)问题。我们展示了用户在使用Ver进行用户研究时找到他们想要的视图,并在包含数千万条连接路径的真实数据集上进行了大规模端到端实验,展示了其性能。
英文摘要:
We present Ver, a data discovery system that identifies project-join views over large repositories of tables that do not contain join path information, and even when input queries are inaccurate. Ver implements a reference architecture to solve both the technical (scale and search) and human (semantic ambiguity, navigating a large number of results) problems of view discovery. We demonstrate users find the view they want when using Ver with a user study and we demonstrate its performance with large-scale end-to-end experiments on real-world datasets containing tens of millions of join paths.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。