Miguel David

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Suppose an RPC has a 10-second deadline, as set by the client. The server is very overloaded, and as a result, it takes 11 seconds to move from a queue to a thread pool. At this point, the client has already given up on the request.
Site Reliability Engineering: How Google Runs Production Systems
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