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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

Author

K. Christodoulopoulos

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Preprint Aug 2026

Automated Synthesis of Deterministic Cross-Domain Interfaces

Deterministic networking spans heterogeneous domains. At each boundary, two domains must agree on an assume--guarantee contract: what traffic the client may inject, and the QoS the carrier will hold for it. Composing such contracts into an end-to-end guarantee is standardized, but deriving each domain's contract is not...

K. Christodoulopoulos, Antonis Selentis-Boulntadakis · 0 citations
Jul 2026

LSTM-Based Traffic Forecasting for Dynamic P2MP Light-Tree Reconfiguration in Metro-Access Networks

Point-to-multipoint (P2MP) coherent optical architectures that use digital subcarrier multiplexing support efficient aggregation in metro-access networks. Proactive provisioning of hub capacity requires accurate per-spoke demand forecasts. However, spoke nodes carry heterogeneous traffic profiles such as business, resi...

P. Soumplis, Konstantinos Christodoulopoulos, K. Yiannopoulos et al. · 0 citations

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