2010 DremelInteractiveAnalysisofWebS

• (Melnik et al., 2010) ⇒ Sergey Melnik, Andrey Gubarev, Jing Jing Long, Geoffrey Romer, Shiva Shivakumar, Matt Tolton, and Theo Vassilakis. (2010). “Dremel: Interactive Analysis of Web-scale Datasets.” In: Proceedings of the VLDB Endowment Journal, 3(1-2). doi:10.14778/1920841.1920886

Subject Headings: Dremel System.

Cited By

• http://scholar.google.com/scholar?q=%222010%22+Dremel%3A+Interactive+Analysis+of+Web-scale+Datasets
• http://dl.acm.org/citation.cfm?id=1920841.1920886&preflayout=flat#citedby

Quotes

Abstract

Dremel is a scalable, interactive ad-hoc query system for analysis of read-only nested data. By combining multi-level execution trees and columnar data layout, it is capable of running aggregation queries over trillion-row tables in seconds. The system scales to thousands of CPUs and petabytes of data, and has thousands of users at Google. In this paper, we describe the architecture and implementation of Dremel, and explain how it complements MapReduce-based computing. We present a novel columnar storage representation for nested records and discuss experiments on few-thousand node instances of the system.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 DremelInteractiveAnalysisofWebS	Sergey Melnik Andrey Gubarev Jing Jing Long Geoffrey Romer Shiva Shivakumar Matt Tolton Theo Vassilakis			Dremel: Interactive Analysis of Web-scale Datasets				10.14778/1920841.1920886		2010