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GC Overhead limit exceeded error in Hadoop

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I am working on a Hadoop Map/Reduce application. In one of the experiments with a large data set, I got an error saying that GC overhead limit exceeded. Can anyone tell me what could be the reason and how can I solve it in Hadoop?