7 papers
Small Language Model-based Control for BBR over Low Earth Orbit Satellite Internet
Rakshitha De Silva, Shiva Raj Pokhrel, Jonathan Kua
Low Earth Orbit (LEO) satellite Internet introduces rapid path variability, intermittent capacity shifts, and non-terrestrial delay dynamics that challenge transport-layer congesti…
Unveiling TCP BBR Dominance in Starlink Internet: Experimental Insights and Analysis
Rakshitha De Silva, Shiva Raj Pokhrel, Jonathan Kua
This experimental study delivers a global assessment of Google's Bottleneck Bandwidth and Round-trip propagation time-version 3 (BBR-v3) Congestion Control Algorithm (CCA) over Spa…
TCP BBR Performance over Wi-Fi~6: AQM Impacts and Cross-Layer Insights
Shyam Kumar Shrestha, Shiva Raj Pokhrel, Jonathan Kua
We evaluate TCP BBRv3 on Wi-Fi 6 home networks under modern AQM schemes using a fully wireless testbed and a simple cross-layer model linking Wi-Fi scheduling, router queueing, and…
Understanding BBRv3 Performance in AQM-Enabled WiFi Networks
Shyam Kumar Shrestha, Jonathan Kua, Shiva Raj Pokhrel
We present a modular experimental testbed and lightweight visualization tool for evaluating TCP congestion control performance in wireless networks. We compare Google's latest Bott…
Distilling Large Language Models for Network Active Queue Management
Shiva Raj Pokhrel, Deol Satish, Jonathan Kua +1
The growing complexity of network traffic and demand for ultra-low latency communication require smarter packet traffic management. Existing Deep Learning-based queuing approaches…
Intelligent Spectrum Management in Satellite Communications
Rakshitha De Silva, Shiva Raj Pokhrel, Jonathan Kua +1
Satellite Communication (SatCom) networks represent a fundamental pillar in modern global connectivity, facilitating reliable service and extensive coverage across a plethora of ap…