2 papers
cs.AI2026
A Picture is Worth a Thousand Tokens: How Vision Language Models Cut AI Energy Costs While Improving Accuracy
Bhavika Jalli, Nikhil Korati Prasanna, Jayanta Choudhury
LLM inference accounts for over 90% of AI operational energy, scaling directly with input token count---a critical inefficiency for telecom network analytics and numerical time-ser…
cs.NI2025
Causal Intervention Sequence Analysis for Fault Tracking in Radio Access Networks
Chenhua Shi, Joji Philip, Subhadip Bandyopadhyay +1
To keep modern Radio Access Networks (RAN) running smoothly, operators need to spot the real-world triggers behind Service-Level Agreement (SLA) breaches well before customers feel…