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Describe at least one mechanism that ensures that data is not lost in Spark when a failure occurs. From a resource managing perspective, which Hadoop

Describe at least one mechanism that ensures that data is not lost in Spark when a failure occurs.
From a resource managing perspective, which Hadoop nodes should be chosen to run Spark tasks?

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