By Sahil Yadav (sponsored) – If you have managed an HFC plant, you know what upstream ingress troubleshooting costs. A technician drives to the first amplifier on the cascade, opens the housing, disconnects the upstream port, measures the return pa…
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By Sahil Yadav – Modern autonomous systems use a DMPR model to separate real-time stabilization from long-term fixes. This DMPR model enables intelligent triage that reduces mean time to detect and remediate (MTTD/MTTR) while balancing real-time responsiveness with strategic resource planning.
Read MoreBy Sahil Yadav – The promise of AI-driven self-healing in cable networks is real and measurable: faster outage resolution, fewer field visits, and better customer retention. However, deploying these systems in production environments reveals a different challenge.
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