Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoE
Rostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter, Lilian Coelho de Freitas, Faaiq Bilal, Wei Ye, Joerg Widmer, Feng Qian, Zhi-Li Zhang
Abstract
5G in mid-bands has become the dominant deployment of choice in the world. We present - to the best of our knowledge - the first comprehensive and comparative cross-country measurement study of commercial mid-band 5G deployments in Europe and the U.S., filling a gap in the existing 5G measurement studies. We unveil the key 5G mid-band channels and configuration parameters used by various operators in these countries, and identify the major factors that impact the observed 5G performance both from the network (physical layer) perspective as well as the application perspective. We characterize and compare 5G mid-band throughput and latency performance by dissecting the 5G configurations, lower-layer parameters as well as deployment settings. By cross-correlating 5G parameters with the application decision process, we demonstrate how 5G parameters affect application QoE metrics and suggest a simple approach for QoE enhancement. Our study sheds light on how to better configure and optimize 5G mid-band networks, and provides guidance to users and application developers on operator choices and application QoE tuning. We released the datasets and artifacts at https://github.com/SIGCOMM24-5GinMidBands/artifacts.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 24b430e6-4730-49ca-8a8c-48d913199547Cited by top-tier papers7
- Dissecting Carrier Aggregation in 5G Networks: Measurement, QoE Implications and PredictionWei Ye, Xinyue Hu, Steven Sleder, Anlan Zhang et al.SIGCOMM 2024 · 36 citations
- QCON: Seamless QoE-Aware 5G Streaming via Multi-ConnectivityGoodsol Lee, Junhong Min, Seyeon Kim, Juheon Yi et al.NSDI 2026 · 3 citations
- A Longitudinal Study of 5G NSA/SA Infrastructure and User Adoption from an MNO PerspectiveAntonio Boiano, Máximo Pirri, Diego Madariaga, Nadezda Chukhno et al.INFOCOM 2026 · 1 citation
- SIA: Symbolic Interpretability for Anticipatory Deep Reinforcement Learning in Network ControlMohammadErfan Jabbari, Abhishek Duttagupta, Claudio Fiandrino, Leonardo Bonati et al.INFOCOM 2026 · 1 citation
- A First Look at Operational RAN Updates and Their Impact on Carrier Traffic Demands and PredictionAntonio Boiano, Nadezda Chukhno, Zbigniew Smoreda, Alessandro Enrico Cesare Redondi et al.INFOCOM 2026 · 1 citation
Builds on9
- Understanding Operational 5G: A First Measurement Study on Its Coverage, Performance and Energy ConsumptionDongzhu Xu, Anfu Zhou, Xinyu Zhang, Guixian Wang et al.SIGCOMM 2020 · 284 citations
- A First Look at Commercial 5G Performance on SmartphonesArvind Narayanan, Eman Ramadan, Jason Carpenter, Qingxu Liu et al.WWW 2020 · 268 citations
- A variegated look at 5G in the wild: performance, power, and QoE implicationsArvind Narayanan, Xumiao Zhang, Ruiyang Zhu, Ahmad Hassan et al.SIGCOMM 2021 · 259 citations
- A Comparative Measurement Study of Commercial 5G mmWave DeploymentsArvind Narayanan, Muhammad Iqbal Rochman, Ahmad Hassan, Bariq S. Firmansyah et al.INFOCOM 2022 · 95 citations
- Vivisecting mobility management in 5G cellular networksAhmad Hassan, Arvind Narayanan, Anlan Zhang, Wei Ye et al.SIGCOMM 2022 · 92 citations
Related papers
- Roaming across the European Union in the 5G Era: Performance, Challenges, and OpportunitiesRostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter et al.INFOCOM 2024 · 23 citations
- A Close Look at 5G in the Wild: Unrealized Potentials and ImplicationsYanbing Liu, Chunyi PengINFOCOM 2023 · 27 citations
- A First Look at Inter-Cell Interference in the WildDaqian Ding, Yibo Pi, Cailian ChenINFOCOM 2026
- Unveiling Low‑Altitude 5G Performance: Linking Key Influencing Factors with UAV Flight ParametersXinzhe Liu, Jianer Zhou, Xiaoyong Ni, Ke Luo et al.SIGCOMM 2026
- M2HO: Mitigating the Adverse Effects of 5G Handovers on TCPZhutian Liu, Qing Deng, Zhaowei Tan, Zhiyun Qian et al.MobiCom 2024 · 5 citations
