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  • One part of the problem is that people often forget how much the system is holistic, i.e. normally you would think that handling packets was a tiny amount of CPU power, but in a dist system it could be enough to push you over the edge into a chain reaction where throughput is slightly less than incoming requests - after 1 second, everything's a little slow, after 10 it is getting very slow, after 1 min
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