3 papers
cs.LG2026
GO-GenZip: Goal-Oriented Generative Sampling and Hybrid Compression
Pietro Talli, Qi Liao, Alessandro Lieto +3
Current network data telemetry pipelines consist of massive streams of fine-grained Key Performance Indicators (KPIs) from multiple distributed sources towards central aggregators,…
cs.NI2023
Convergence of Manufacturing and Networking in Future Factories
Ilaria Malanchini, Nicola Michailow, Patrick Agostini +8
The roll out of 5G has been mainly characterized by its distinct support for vertical industries, especially manufacturing. Leveraging synergies among these two worlds, namely prod…
cs.LG2022
A Generative Approach for Production-Aware Industrial Network Traffic Modeling
Alessandro Lieto, Qi Liao, Christian Bauer
The new wave of digitization induced by Industry 4.0 calls for ubiquitous and reliable connectivity to perform and automate industrial operations. 5G networks can afford the extrem…