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1. chinaXiv:201712.01375 [pdf]

Is Big Data Analytics Beyond the Reach of Small Companies?

Yang Cao; Wenfei Fan; Tengfei Yuan
Subjects: Library Science,Information Science >> Information Science

Big data analytics is often prohibitively costly. It is typically conducted by parallel processing with a cluster of machines, and is considered a privilege of big companies that can afford the resources. This position paper argues that big data analytics is accessible to small companies with constrained resources. As an evidence, we present BEAS, a framework for querying big rela- tions with constrained resources, based on bounded evaluation and data-driven approximation.

submitted time 2017-12-05 From cooperative journals:《数据分析与知识发现》 Hits33509Downloads1006 Comment 0

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