The biggest beneficiaries are real-time analytics on distributed data, customer experiences requiring fast response times, IoT and industrial automation deployments, content delivery for global audiences, and any initiative requiring data processing close to users or sources. The common pattern is digital initiatives where the value depends on speed, locality, or volume that centralized infrastructure cannot deliver. Without edge computing, these initiatives often fail to meet their potential.
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