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How do I use Hadoop Streaming to run an arbitrary set of (semi) independent tasks?

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How do I use Hadoop Streaming to run an arbitrary set of (semi) independent tasks?

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Often you do not need the full power of Map Reduce, but only need to run multiple instances of the same program – either on different parts of the data, or on the same data, but with different parameters. You can use Hadoop Streaming to do this.

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