What is required of an integration tool to make it effective in a Big Data & Analytics environment?

What is required of an integration tool to make it effective in a Big Data & Analytics environment?
A. Data transformations are performed in a specialized tool and dedicated environment.
B. Data transformations are performed in the source system to free the target system for analytics.
C. Data transformations are performed in parallel with the ability to push processing to the storage engines.
D. Data transformations are performed in the target system to free the source system for transactional processing.

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