In Fifth-Generation (5G) wireless networks, Quality of Service (QoS) flow management supports diverse applications with heterogeneous QoS requirements, including latency-sensitive and high-throughput services. 5G architectures adopt a flow based QoS framework, where QoS flows are mapped to Data Radio Bearers (DRBs) to...
Padmapriya Patil, Abhishek Bhattacharyya, Gudepu Venkateswarlu et al.· 0 citations
A controlled characterization framework that evaluates independently deployed CU and DU functions under matched hardware and traffic conditions and identify distinct CU and DU execution characteristics and motivate function-specific processor analysis and optimization is described.
Moojan Kamalzadeh, Larry J. Horner, Lin-Qi Xiao et al.· 0 citations
Experimental results show that the proposed Q-learning-based adaptive retraining approach effectively reduces retraining overhead compared to greedy and random baselines, while maintaining system performance within predefined limits.
A. Subudhi, Bhargav Chirumamilla, Shubham Vaishnav et al.· arXiv.org· 0 citations
This paper presents an LLM agent that extends the Optical Network Robotic Automation Platform with YANG-Grounded Agentic Retrieval-Augmented Generation (RAG), and serves as the first instantiation of a pipeline whose YANG-aware components apply to other open standards built on YANG and NETCONF.
Lin-Qi Xiao, Aparaajitha Gomathinayakam Latha, Venkateswarlu Gudepu et al.· Conference on Applications,...· 1 citation
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