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cs.NI2025
AURA: Adaptive Unified Reasoning and Automation with LLM-Guided MARL for NextG Cellular Networks
Narjes Nourzad, Mingyu Zong, Bhaskar Krishnamachari
Next-generation (NextG) cellular networks are expected to manage dynamic traffic while sustaining high performance. Large language models (LLMs) provide strategic reasoning for 6G…
cs.NI2024
Smart Routing with Precise Link Estimation: DSEE-Based Anypath Routing for Reliable Wireless Networking
Narjes Nourzad, Bhaskar Krishnamachari
In dynamic and resource-constrained environments, such as multi-hop wireless mesh networks, traditional routing protocols often falter by relying on predetermined paths that prove…