4 papers
NeuralEmu: in situ Measurement-Driven, ML-based, High-Fidelity 5G Network Emulation
Haoran Wan, Yaxiong Xie, Kyle Jamieson
Current and future applications demand ultra-low latency and consistent throughput, yet frequently traverse 5G cellular networks, so cope with volatile packet dynamics, as 5G base…
AutORAN: LLM-driven Natural Language Programming for Agile xApp Development
Xin Li, Shiming Yu, Leming Shen +3
Traditional RAN systems are closed and monolithic, stifling innovation. The openness and programmability enabled by Open Radio Access Network (O-RAN) are envisioned to revolutioniz…
BLADE: Adaptive Wi-Fi Contention Control for Next-Generation Real-Time Communication
Fengqian Guo, Yuhan Zhou, Longwei Jiang +7
Next-generation real-time communication (NGRTC) applications, such as cloud gaming and XR, demand consistently ultra-low latency. However, through our first large-scale measurement…
Seeing Through the Fog: Empowering Mobile Devices to Expose and Mitigate RAN Buffer Effects on Delay-Sensitive Protocols
Yuxin Liu, Tianyang Zhang, Kyle Jamieson +1
Delay-based protocols rely on end-to-end delay measurements to detect network congestion. However, in cellular networks, Radio Access Network (RAN) buffers introduce significant de…