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Author

Emannuel T. Saligue

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Conference Jul 2026

Forecast-Driven Adaptive Bandwidth Allocation for Edge Networks using Lightweight CNN–LSTM Traffic Prediction

Edge network controllers must allocate bandwidth under rapidly changing traffic demand while avoiding both underprovisioning and excessive overprovisioning. This paper presents a forecast-driven adaptive bandwidth allocation frame-work that converts short-horizon traffic predictions into edge resource-control decisions...

Emannuel T. Saligue, Patrick D. Cerna · 0 citations

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