Spotlight on 5G: Performance, Device Evolution and Challenges from a Mobile Operator Perspective
Paniz Parastar, Andra Lutu, Özgü Alay, Giuseppe Caso, Diego Perino
Abstract
Fifth Generation (5G) has been acknowledged as a significant shift in cellular networks, expected to run significantly different classes of services and do so with outstanding performance in terms of low latency, high capacity, and extreme reliability. Managing the resulting complexity of mobile network architectures will depend on making efficient decisions at all network levels based on end-user requirements. However, to achieve this, it is critical to first understand the current mobile ecosystem and capture the device heterogeneity, which is one of the major challenges for ensuring the successful exploitation of 5G technologies.
In this paper, we conduct a large-scale measurement study of a commercial mobile operator in the UK, focusing on bringing forward a real-world view on the available network resources, as well as how more than 30M end-user devices utilize the mobile network. We focus on the current status of the 5G Non-Standalone (NSA) deployment and the network-level performance and show how it caters to the prominent use cases that 5G promises to support. Finally, we demonstrate that a finegranular set of requirements is, in fact, necessary to orchestrate the service to the diverse groups of 5G devices, some of which operate in permanent roaming.
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 9e11b19f-119b-4cf4-b54f-c1abe2dc1f9bCited by top-tier papers7
- Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoERostand A. K. Fezeu, Claudio Fiandrino, Eman Ramadan, Jason Carpenter et al.SIGCOMM 2024 · 32 citations
- 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
- Characterizing 5G Adoption and its Impact on Network Traffic and Mobile Service ConsumptionSachit Mishra, André Felipe Zanella, Orlando E. Martínez-Durive, Diego Madariaga et al.INFOCOM 2024 · 10 citations
- 5G-MAP: Demystifying the Performance Implications of Cloud-Based 5G Core DeploymentsTolga O. Atalay, Dragoslav Stojadinovic, Alireza Famili, Angelos Stavrou et al.MobiCom 2025 · 3 citations
- An Urban Geography of Mobile Application Usage: Connecting Demand Dynamics and Urban FabricsSachit Mishra, Diego Madariaga, Cezary Ziemlicki, Diala Naboulsi et al.INFOCOM 2025 · 3 citations
Builds on4
- 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
Related papers
- Vivisecting mobility management in 5G cellular networksAhmad Hassan, Arvind Narayanan, Anlan Zhang, Wei Ye et al.SIGCOMM 2022 · 92 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
- Demystifying Privacy in 5G Stand Alone NetworksStavros Eleftherakis, Timothy Otim, Giuseppe Santaromita, Almudena Díaz-Zayas et al.MobiCom 2024 · 10 citations
- Understanding 5G performance for real-world services: a content provider's perspectiveXinjie Yuan, Mingzhou Wu, Zhi Wang, Yifei Zhu et al.SIGCOMM 2022 · 38 citations
- Unveiling Low‑Altitude 5G Performance: Linking Key Influencing Factors with UAV Flight ParametersXinzhe Liu, Jianer Zhou, Xiaoyong Ni, Ke Luo et al.SIGCOMM 2026
