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cs.NI2026
Agents Should Replace Narrow Predictive AI as the Orchestrator in 6G AI-RAN
Pranshav Gajjar, Vijay K Shah
This position paper argues that to achieve Level 5 autonomous 6G networks, the next generation of Artificial Intelligence in Radio Access Networks (AI-RAN) should transition away f…
cs.NI2025
AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components
Abiodun Ganiyu, Pranshav Gajjar, Vijay K Shah
The advent of Open Radio Access Networks (O-RAN) has transformed the telecommunications industry by promoting interoperability, vendor diversity, and rapid innovation. However, its…
cs.NI2024
ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks
Pranshav Gajjar, Vijay K. Shah
Large Language Models (LLMs) can revolutionize how we deploy and operate Open Radio Access Networks (O-RAN) by enhancing network analytics, anomaly detection, and code generation a…