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Realistic Traffic Generation Orchestrator for 5G Networks

João Gabriel De Noronha Melter Fleury, Kauan Miranda Tavares, Lucas Queiroz Costa, Cleverson Veloso Nahum, Cristiano Bonato Both, Andrey Silva, Silvia Lins, Aldebaro Klautau
Traffic modelingNetwork orchestration5G testbedNon-stationary traffic

Resumo

The evolution of Fifth Generation (5G) networks demands experimental platforms that can replicate the stochastic nature of real-world traffic. However, traditional benchmarking tools often rely on stationary models that fail to capture the burst behavior of modern applications. This paper presents a novel orchestration framework for generating realistic, non-stationary traffic for 5G testbeds. The solution automates heterogeneous application profiles, including interactive browsing, Dynamic Adaptive Streaming over HTTP (MPEG-DASH) streaming, and Cloud gaming simulation across multiple User Equipments (UEs) without human intervention. Experimental results demonstrate that the orchestrator effectively mimics unpredictable load fluctuations, providing a high-fidelity environment for network performance evaluation that significantly surpasses conventional synthetic traffic models.