AIChronoLens: advancing explainability for time series AI forecasting in mobile networks

C Fiandrino, EP Gómez, PF Pérez… - … -IEEE Conference on …, 2024 - ieeexplore.ieee.org
Next-generation mobile networks will increasingly rely on the ability to forecast traffic
patterns for resource management. Usually, this translates into forecasting diverse …

Characterizing and modeling mobile networks user traffic at millisecond level

PF Pérez, C Fiandrino, J Widmer - … of the 17th ACM Workshop on …, 2023 - dl.acm.org
The availability of datasets has been instrumental to drive advances in several disciplines
like computer vision, image processing, and natural language processing. However, in the …

Robust Resource Sharing in Network Slicing via Hypothesis Testing

P Nikolaidis, J Baras - arxiv preprint arxiv:2404.18254, 2024 - arxiv.org
In network slicing, the network operator needs to satisfy the service level agreements of
multiple slices at the same time and on the same physical infrastructure. To do so with …

[PDF][PDF] Twinning Commercial Network Traces on Experimental Open RAN Platforms

L Bonati, R Shirkhani, C Fiandrino, S Maxenti… - Proceedings of the 30th …, 2024 - dl.acm.org
While the availability of large datasets has been instrumental to advance fields like computer
vision and natural language processing, this has not been the case in mobile networking …

Data-driven active session identification for LTE user-perceived QoS analysis

J Yoon, Y Kim, H Kwon, S Park - Computer Networks, 2025 - Elsevier
While the telecommunications landscape is undergoing a significant transformation with the
advent of 5G technology, the continued importance of Long Term Evolution (LTE) is also …

Unmasking 5G Security: Bridging the Gap Between Expectations and Reality

O Lasierra, N Ludant, G Garcia-Aviles, E Municio… - Authorea …, 2024 - techrxiv.org
5G cellular systems are slowly being deployed worldwide delivering the promised
unprecedented levels of throughput and latency to hundreds of millions of users. At such …

Enhancing Security and Privacy in Future Wireless Systems: Addressing External, Internal, and Spectrum-Level Threats

M Vomvas - 2024 - search.proquest.com
The exponential growth of wireless communications has led to unprecedented connectivity
but also introduced significant security and privacy challenges across various layers of …

Securing Wireless Communications From the PHY Up: A Low-Layer Protocol Approach for Privacy, Security, and Resilience

N Ludant - 2024 - search.proquest.com
Wireless technologies, such as 5G, Bluetooth, and Wi-Fi, are of key importance for personal
communications, business operation, or even health purposes. Considerable efforts have …