2010 MalstoneTowardsaBenchmarkforAna

• (Bennett et al., 2010) ⇒ Collin Bennett, Robert L. Grossman, David Locke, Jonathan Seidman, and Steve Vejcik. (2010). “Malstone: Towards a Benchmark for Analytics on Large Data Clouds.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835826

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Cited By

• http://scholar.google.com/scholar?q=%22Malstone%3A+towards+a+benchmark+for+analytics+on+large+data+clouds%22+2010
• http://portal.acm.org/citation.cfm?id=1835826&preflayout=flat#citedby

Quotes

Abstract

Developing data mining algorithms that are suitable for cloud computing platforms is currently an active area of research, as is developing cloud computing platforms appropriate for data mining. Currently, the most common benchmark for cloud computing is the Terasort (and related) benchmarks. Although the Terasort Benchmark is quite useful, it was not designed for data mining per se. In this paper, we introduce a benchmark called MalStone that is specifically designed to measure the performance of cloud computing middleware that supports the type of data intensive computing common when building data mining models. We also introduce MalGen, which is a utility for generating data on clouds that can be used with MalStone.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 MalstoneTowardsaBenchmarkforAna	Robert L. Grossman Collin Bennett David Locke Jonathan Seidman Steve Vejcik			Malstone: Towards a Benchmark for Analytics on Large Data Clouds		KDD-2010 Proceedings		10.1145/1835804.1835826		2010