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Ramblings from the Pingdom team about the Internet and web tech

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Posts Tagged ‘Hadoop’

The Big Data Cookbook

Big data

Big data has become one the new buzzwords on the Internet. It refers to the massive amounts of data that many modern web services deal with. This post will list some of the more useful software available to web developers for working with big data.

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FacebookAt the scale that Facebook operates, a lot of traditional approaches to serving web content break down or simply aren’t practical. The challenge for Facebook’s engineers has been to keep the site up and running smoothly in spite of handling close to half a billion active users. This article takes a look at some of the software and techniques they use to accomplish that.

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Open SourceBig sites and services like Yahoo, Facebook, Twitter and many others rely heavily on open source software to run their operations. Happily, this isn’t a one-way street. They are also giving back to the open source community, not just by contributing to existing projects, but sometimes by open sourcing their own internal projects, giving back something completely new.

And what these popular sites can contribute is often quite valuable. Since they tend to be very large, they run big operations and have been forced to create solutions for scalability and performance problems that most other sites simply don’t have to deal with.

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