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Is Big Data Analytics Beyond the Reach of Small Companies?


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.
Download Comment From cooperative journals:《数据分析与知识发现》 Hits:33498 Downloads:1000
Recommended references: Yang Cao,Wenfei Fan,Tengfei Yuan.(2017).Is Big Data Analytics Beyond the Reach of Small Companies?.数据分析与知识发现.[ChinaXiv:201712.01375] (Click&Copy)
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[V1] 2017-12-05 13:51:27 chinaXiv:201712.01375V1 Download
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