a fast and high throughput sql query system for big data
文献类型：会议论文
| 作者 | Zhu Feng ; Liu Jie ; Xu Lijie |
| 出版日期 | 2012 |
| 会议名称 | 13th International Conference on Web Information Systems Engineering, WISE 2012 |
| 会议日期 | November 28, 2012 - November 30, 2012 |
| 会议地点 | Paphos, Cyprus |
| 关键词 | Digital storage Query languages Query processing Systems engineering Throughput World Wide Web |
| 页码 | 783-788 |
| 中文摘要 | Relational data query always plays an important role in data analysis. But how to scale out the traditional SQL query system is a challenging problem. In this paper, we introduce a fast, high throughput and scalable system to perform read-only SQL well with the advantage of NoSQL's distributed architecture. We adopt HBase as the storage layer and design a distributed query engine (DQE) collaborating with it to perform SQL queries. Our system also contains distinctive index and cache mechanisms to accelerate query processing. Finally, we evaluate our system with real-world big data crawled from Sina Weibo and it achieves good performance under nineteen representative SQL queries. © 2012 Springer-Verlag. |
| 英文摘要 | Relational data query always plays an important role in data analysis. But how to scale out the traditional SQL query system is a challenging problem. In this paper, we introduce a fast, high throughput and scalable system to perform read-only SQL well with the advantage of NoSQL's distributed architecture. We adopt HBase as the storage layer and design a distributed query engine (DQE) collaborating with it to perform SQL queries. Our system also contains distinctive index and cache mechanisms to accelerate query processing. Finally, we evaluate our system with real-world big data crawled from Sina Weibo and it achieves good performance under nineteen representative SQL queries. © 2012 Springer-Verlag. |
| 收录类别 | EI |
| 会议录 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
 |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 9783642350627 |
| 源URL | [http://ir.iscas.ac.cn/handle/311060/15889]  |
| 专题 | 软件研究所_软件所图书馆_会议论文 |
| 推荐引用方式 GB/T 7714 | Zhu Feng,Liu Jie,Xu Lijie. a fast and high throughput sql query system for big data[C]. 见:13th International Conference on Web Information Systems Engineering, WISE 2012. Paphos, Cyprus. November 28, 2012 - November 30, 2012. |
入库方式： OAI收割
来源：软件研究所
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