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Hadoop is a Java-based distributed application and storage framework that's designed to run on thousands of commodity machines. You can think of it as an open source approximation of Google's search infrastructure. Yahoo!, in fact, runs many components of its search and ad products on Hadoop, and it's not too surprising that they are a major contributor to the project.