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cs.NI2026
StreamGuard: Exploring a 5G Architecture for Efficient, Quality of Experience-Aware Video Conferencing
Xuyang Cao, Oliver Michel, Kyle Jamieson
Video conferencing over 5G is increasingly prevalent, yet its Quality of Experience (QoE) often degrades under limited radio resources. This has two causes: 5G networks must serve…
cs.NI2026
CellTwin: Reproducible Cellular Network Emulation via High Resolution, in situ Measurement-Driven ML
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…