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arxivcs.NI2026-07-08

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 SpaceX's Starlink network. Leveraging a strategically deployed six-city testbed across five continents, we systematically benchmark BBR-v3 against eight CCAs: Cubic, Hybla, Vegas, LeoCC, Copa, PCC, BBR-v1, and BBR-v2 under both dedicated and concurrent conditions. Our results demonstrate that BBR-v3's advantage is not aggressive bandwidth capture, but a more balanced fairness, loss, and delay trade-off over the Starlink Internet. We develop pragmatic mathematical models that capture Starlink's complex network dynamics and characterize BBR-v3 behavior to better explain the experimental observations. Our extensive evaluation of queue buildup and fairness further demonstrates BBR-v3's capability to maximize throughput in high-latency, variable satellite environments, while maintaining a balance between aggressiveness and fairness. The findings establish BBR-v3 as a compelling CCA for Low Earth Orbit (LEO) satellite networks and provide a principled analytical foundation for next generation satellite Internet transport design.

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arxivcs.NI2026-07-08

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 congestion control. Although Bottleneck Bandwidth and Round-trip propagation time (BBR) achieves high throug…

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arxivcs.NI2026-07-16

Assisting Mission-Critical Traffic Flows with Active Queue Management in Industrial Internet of Things

Shuo Wang, Jonathan Kua, Jiong Jin, Yew Wee Wong, Prem Prakash Jayaraman, Zhibo Pang

Mission-critical Industrial Internet of Things (IIoT) traffic flows require bounded network latency and jitter guarantees to ensure the safe functioning of critical industrial infrastructure. These flows are typically communicated via commodity network routers with conventional F…

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arxivcs.NIcs.CR2026-07-03

A Binary and System Integrated Analysis Approach for Securing the QUIC Protocol

Maitha Alshaali, Wanqing Tu, Gaofei Huang, Mthandazo Ndhlovu

The Quick UDP Internet Connections (QUIC) protocol is increasingly used to provide secure transport for Internet of Things (IoT) firmware and applications. Existing security analyses of QUIC focus on the captured network traffic, while binary-level analyses of QUIC implementation…

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arxivcs.LGcs.NI2026-06-28

Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet

Xiang Shi, Yifei Zhang, Peng Hu

Low-Earth orbit (LEO) satellite Internet has become an indispensable infrastructure that provide growing coverage for global users. Despite extensive measurement efforts, the principles underlying region-level performance characteristics remain insufficiently understood, limiting…

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arxivcs.NIcs.AIeess.SPeess.SY2026-07-07

Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture

Chunmin Xia, Jakub Harbaczewski, Nikhil Dsilva, Julie Raulin, Dominic Schneider, Achim Autenrieth

We present a distributed, vendor-agnostic multi-MCP architecture for SDN-based automation and autonomous control of multi-vendor, multi-layer IPoDWDM networks. The framework enables E2E service lifecycle automation, closed-loop cross-layer control using GNPy model and optical tel…

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arxivcs.NIcs.RO2026-07-11

CSI-Assisted Edge SLAM Testbed Platform for 5G Connected Unmanned Autonomous Vehicles

Boris Radovanovic, Sasa Talosi, Srdjan Sobot, Dejan Vukobratovic

The evolution from 5G towards 6G reinforces interest in connected robotics, where mobile robots offload compute-intensive tasks to edge servers over ultra-reliable low-latency communication (URLLC) links. Simultaneous localization and mapping (SLAM), a fundamental yet demanding r…

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