LLMcap: Large Language Model for Unsupervised PCAP Failure Detection

This white paper introduces LLMcap, an innovative approachthat leverages Large Language Models (LLMs) for automated PCAP file analysisand failure detection in telecommunication networks. Learn how B-YOND'scutting-edge solution eliminates the need for labeled data, achieves highaccuracy in identifying and localizing failures, and offers adaptability acrossvarious network services. Discover how LLMcap's efficient data representationand parallel processing capabilities pave the way for real-time failure detectionin live telecom networks, potentially transforming network quality of service,fault detection, and performance optimization.

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