Your question is Sharding, Consistent Hashing, and Caching. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain sharding and consistent hashing, and how distributed caching works; also describe how you would reduce the cloud infrastructure cost for the SDI you designed.