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In today's data-driven world, computational power is paramount. {Traditionally, this processing has been centralized in large data centers, but a paradigm shift is underway: edge computing.Edge AI rises to prominence by bringing algorithms directly to the edge of the network. This means performing tasks closer to where it's generated, offering tang