The biggest driver is the explosion of IoT and smart device deployments, which generate volumes of data that simply are not practical to ship back to the cloud for every decision. Safety-critical use cases like industrial automation, autonomous systems, and real-time analytics need response times that centralized cloud architectures cannot reliably deliver. CIOs are also looking at edge computing as a way to manage rising bandwidth costs and stay ahead of data residency rules that are tightening in many regions.
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