3 citations · 3 across the 9 of their papers we have counts for
4 papers · 1 filter
Uncertainty Signals for Network Intent Translation: Risk Ranking and Ambiguity Localization
Ala' A. Alsamarneh, Omar Alhussein
Intent-based networking realization starts by translating high-level intents into low-level network configurations. Recent approaches have shifted toward LLM-based translation. Des…
Index-Free Dynamic Edge Retrieval with Energy-Tail-Aware Partial Scans
Mohammad Arif Rasyidi, Omar Alhussein
Dynamic maximum inner-product search (MIPS) returns the stored vectors with the largest dot products with a query while allowing the dataset to change through insertions, repla…
LLM-Aided A* Search in Non-Geometric Network Graphs
Nouf Alabbasi, Esraa Ghourab, Omar Alhussein
Finding the shortest path in non-geometric network graphs, where edge weights encode arbitrary metrics such as latency or monetary cost rather than spatial distance, poses a challe…
LLM-Enabled NWDAF: A Step Toward AI-Native 6G Network Intelligence
Henok Daniel, Omar Alhussein, Cheng Li +2
The Network Data Analytics Function (NWDAF) is central to enabling zero-touch network management in fifth-generation (5G) networks by supporting real-time analytics and closed-loop…