The Great Disk Drive in the Sky: How Web giants store big—and we mean big—data
Google technicians test hard drives at their data center in Moncks Corner, South Carolina Consider the tech it takes to back the search box on Google's home page: behind the algorithms, the cached search terms, and the other features that spring to life as you type in a query sits a data store that essentially contains a full-text snapshot of most of the Web. While you and thousands of other peopl
Data Applications and Infrastructure at LinkedIn__HadoopSummit2010
[This is work presented at SIGMOD'13.] The use of large-scale data mining and machine learning has proliferated through the adoption of technologies such as Hadoop, with its simple programming semantics and rich and active ecosystem. This paper presents LinkedIn's Hadoop-based analytics stack, which allows data scientists and machine learning researchers to extract insights and build product featu
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