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Moving Average Over Rolling Window

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Welcome to your interview.

The question is on your right: Moving Average Over Rolling Window. Take a moment with it first.

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Problem

Given a stream of real-time transaction data, how would you efficiently calculate a moving average of transaction values over a rolling window?