AINeutralarXiv – CS AI · 14h ago6/10
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TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis
Researchers introduce TelecomTS, a large-scale observability dataset from 5G telecommunications networks designed to advance time series analysis and anomaly detection. The dataset addresses a critical gap in AI research by providing de-anonymized, scale-preserved metrics that reflect real-world system monitoring challenges, while benchmarking reveals that current foundation models struggle with the noisy, high-variance characteristics of enterprise observability data.