TraceLingo: Trace representation and learning for performance issue diagnosis in cloud services

Large-scale cloud systems such as Microsoft Azure, Google Cloud and Amazon AWS provide a wide variety of online services which serve millions of customers around the world. Adverse service behaviors and latencies can have huge performance impact and affect user satisfaction. Besides monitoring system KPI metrics and log, trace data is of great value for analyzing the system performance status, det...