3 papers
cs.NI2025
CGReplay: Capture and Replay of Cloud Gaming Traffic for QoE/QoS Assessment
Alireza Shirmarz, Ariel G. de Castro, Fabio L. Verdi +1
Cloud Gaming (CG) research faces challenges due to the unpredictability of game engines and restricted access to commercial platforms and their logs. This creates major obstacles t…
cs.NI2025
POSMAC: Powering Up In-Network AR/CG Traffic Classification with Online Learning
Alireza Shirmarz, Fabio Luciano Verdi, Suneet Kumar Singh +1
In this demonstration, we showcase POSMAC1, a platform designed to deploy Decision Tree (DT) and Random Forest (RF) models on the NVIDIA DOCA DPU, equipped with an ARM processor, f…
cs.NI2024
Residual-based Adaptive Huber Loss (RAHL) -- Design of an improved Huber loss for CQI prediction in 5G networks
Mina Kaviani, Jurandy Almeida, Fabio L. Verdi
The Channel Quality Indicator (CQI) plays a pivotal role in 5G networks, optimizing infrastructure dynamically to ensure high Quality of Service (QoS). Recent research has focused…