Question related to estimates in system design question

Hi ,
During system design interviews , I feel stuck with numbers like what would read qps/write qps. How much RAM /servers etc would be needed. Any pointers tools about how to work this out. I saw jeff dean video about numbers engieers should know.

Thanks in advance.

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