3 papers
cs.LG2026
PRB-RUPFormer: A Recursive Unified Probabilistic Transformer for Residual PRB Forecasting
Saad Masrur, Yuxuan Jiang, Matti Hiltunen +2
Accurate forecasting of residual Physical Resource Blocks (PRBs) is critical for proactive network slice provisioning, energy-efficient operation, and spectrum-aware decision makin…
cs.NI2024
Designing Reliable Virtualized Radio Access Networks
Ufuk Usubütün, André Gomes, Shankaranarayanan Puzhavakath Narayanan +2
As virtualization of Radio Access Networks (RAN) gains momentum, understanding the impact of hardware and software disaggregation on resiliency becomes critical to meet the high av…
cs.MM2024
An Experimental Study of Low-Latency Video Streaming over 5G
Imran Khan, Tuyen X. Tran, Matti Hiltunen +2
Low-latency video streaming over 5G has become rapidly popular over the last few years due to its increased usage in hosting virtual events, online education, webinars, and all-han…