Browsing All posts tagged under »cardinality«

Probabilistic Data Structures for Web Analytics and Data Mining

May 1, 2012

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Statistical analysis and mining of huge multi-terabyte data sets is a common task nowadays, especially in the areas like web analytics and Internet advertising. Analysis of such large data sets often requires powerful distributed data stores like Hadoop and heavy data processing with techniques like MapReduce. This approach often leads to heavyweight high-latency¬†analytical processes and […]

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