Annotating Log Data for Machine Learning

Explore an innovative approach to log analysis using natural language processing (NLP) in this 17-minute conference talk from All Things Open 2023. Discover how to streamline the error triage process by automatically categorizing faults in log files. Learn about the challenges engineers face when sifting through vast amounts of messy log data and how commercial tools like Splunk, while helpful, still require significant time and domain knowledge. Gain insights into an end-to-end NLP-based log analysis system designed to scale out root cause analysis, potentially revolutionizing the way you handle log data in your projects. Presented by Julia Li from VMware, this talk offers valuable perspectives on leveraging machine learning techniques to enhance log data interpretation and troubleshooting efficiency.