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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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M. Semakov

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Open access Aug 2026

A telemetry-free method for predicting failures of medical equipment based on operational event data

A method to predict medical equipment failures based on discrete event data without telemetry has been developed and verified and enables ranking the equipment fleet by failure risk over a 90 day horizon, planning unscheduled maintenance, and optimizing spare parts inventory.

M. Semakov, Yu.V. Vylgina, E. O. Grubov et al. · 0 citations

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