The recurring pitfalls are starting without a clear use case, underestimating operational complexity, neglecting security at distributed sites, and trying to scale a pilot architecture without rethinking the management approach. Edge computing rewards careful planning and punishes shortcuts because problems compound across many sites. CIOs who treat the first deployment as a learning exercise and design the second one for production scale tend to land in a much better position.
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