a fast and high throughput sql query system for big data

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	a fast and high throughput sql query system for big data
	Zhu Feng ; Liu Jie ; Xu Lijie
	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
内容类型	会议论文
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.