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IEEE

Anomaly Detection and Root Cause Analysis in Cloud-Native Environments Using Large Language Models and Bayesian Networks

Abstract: Cloud computing technologies offer significant advantages in scalability and performance, enabling rapid deployment of applications. The adoption of microservices-oriented architectures has ...
IEEE

CARE: Context Aware Root Cause Identification Using Distributed Traces and Profiling Metrics

Abstract: Root cause localization in microservices is challenging due to intricate service dependencies and the high volume and heterogeneity of collected monitoring data, which add complexity to the ...