#telecom-operations News & Analysis

2 articles tagged with #telecom-operations. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 196/10

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TelcoAgent: A Scalable 5G Multi-KPM Forecasting With 3GPP-Grounded Explainability

Researchers introduce TelcoAgent, a foundation model-based framework that forecasts multiple Key Performance Measurements (KPMs) across 5G networks with high accuracy and explainability. The system leverages 3GPP knowledge graphs and time-series foundation models to enable zero-shot forecasting across diverse network cells without site-specific retraining, validated on real-world city-scale 5G data.

AINeutralarXiv – CS AI · Mar 175/10

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SKILLS: Structured Knowledge Injection for LLM-Driven Telecommunications Operations

Researchers introduced SKILLS, a benchmark framework testing whether large language models can execute telecommunications operations through APIs with or without structured domain guidance. The study evaluated 5 open-weight models across 37 telecom scenarios, showing consistent performance improvements when models were augmented with domain-specific guidance documents.