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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

Nikolaos Pappas

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2 papers indexed here

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Preprint Sep 2026

Innovation-Based Sampling for New Information

This work introduces innovation-based sampling of continuous stochastic processes, in which a sample is generated only when the process reveals ``sufficiently new''information relative to all previous samples. The resulting innovation process admits a lattice structure and a three-dimensional state representation. For...

Ji-Ping Luo, Anthony Ephremides, Nikolaos Pappas · 0 citations
Preprint Sep 2026

Resource-Constrained Semantic-Aware Remote Estimation with Overlapping Sensor Coverage

We study semantic-aware remote estimation of multiple finite-state Markov sources observed by K sensors with overlapping coverage. The sensors share a time-division multiple-access uplink and differ in transmission reliability, delivery delay, and transmission budget. In each slot, the scheduler jointly selects a sourc...

Bowen Sun, Nikolaos Pappas · 0 citations

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