How to design a high availability and low latency system?

The original question comes from one design problem.
How to design a translator with high availability and low latency?
At the first glance of question,
high availability -> handling fail-over
low latency -> geo preference, cache and fast retrival (key-value store)

Above is the inspiration of summarizing this topic.

High Availability








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