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Mukd-482 Instant

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I. INTRODUCTION:

Cost considerations

Upfront hardware: Higher for accelerators and ECC memory; justify by energy savings and cloud egress reduction.
Operational: OTA management and monitoring add SaaS or internal infrastructure costs.
Total cost of ownership: Consider model life-cycle (retraining frequency), bandwidth cost avoided by on-prem pre-filtering, and downtime risk reduction from local autonomy.

Functional

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Electronic component (e.g., a part number for a specific electronic device)?
A product or device from a particular manufacturer?
A code for a specific technical standard or protocol?