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Cluster configuration

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Can somebody tell me what would be the real time cluster configuration? I have setup Hortonworks in my home system however it is standalone in real time project what would be the cluster configuration like how many nodes, Cluster memory & RAM, Node memory & RAM, backup of cluster and all?

And while submitting Spark job to YARN how can we decide executors, memory and all those properties?

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