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Packet Traces from Large Scale 5G Performance Testing
- Citation Author(s):
- Submitted by:
- Sooraj M S
- Last updated:
- Wed, 11/06/2024 - 06:41
- DOI:
- 10.21227/5mne-2m31
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Abstract
The 5G network's control plane, a critical component of modern telecommunications infrastructure, manages the signaling and control functions that enable seamless connectivity and service delivery. This paper presents a comprehensive and in-depth performance evaluation of a 5G core network's control plane deployed using Open5GS and Kubernetes. The study systematically examines critical performance metrics, including latency, throughput, and resource utilization, across various load conditions, providing a nuanced understanding of the network's behavior under stress. Utilizing empirical data from a large-scale testbed simulating over 50,000 User Equipment (UE), this paper offers detailed insights into the performance characteristics, scalability, and resource efficiency of the 5G core network.
In addition to performance analysis, this work generates real-time packet traces from the large-scale experiment, which have been publicly available. These traces serve as a valuable resource for the broader research community, enabling further exploration and validation of the behaviors and performance of the 5G network. The findings of this study are particularly valuable for network operators, infrastructure providers, and researchers, as they offer critical guidance on optimizing 5G deployments. The results inform decisions about which network functions (NFs) should be prioritized for scaling and the most effective methodologies to scale these functions to meet the demands of next-generation mobile applications.
This dataset has packet traces from AMF, AUSF, BSF, NRF, NSSF, PCF, PCRF, SMF, UDM, UDR and UPF while 60,000 UE Registration Procedures were performed as a part of a large-scale performance testing of the 5G Core set up using Open5GS on Kubernetes. It also has resource utilization of all these Network Functions logged for every 30 seconds.