Edge computing addresses the fundamental physics of network latency by reducing the distance data has to travel. For applications requiring single-digit millisecond response times, edge placement is often the only practical optimization because no amount of network tuning can overcome the speed of light. The trade-off is operational complexity that should be weighed against the latency benefit.
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