Validating Hadoop data vs EDW data

I need to compare the data between Qubole (Hadoop data) and EDW data. Since I need to validate billions and billions of data, looking out from you guys to suggest me on any tool or by any other means, by which I can compare these data faster and in an efficient way.

Thank you guys! Your responses are much appreciated.

Thanks, Ganesh