GenAI for Observability in the Serverless World
Harness GenAI to enhance serverless observability, leveraging vector databases and ML for improved data ingestion, log analysis, and problem resolution.
Building a Distributed Search Engine for Logs
Explore efficient architecture for building a distributed search engine to handle terabytes of logs, inspired by Snowflake's compute-storage separation approach.
Debugging Kubernetes Applications with GenAI and Machine Learning
Explore automated root cause analysis for Kubernetes using AI and machine learning. Learn about ScienceLogic's Skylar AI solution through live demos, use cases, and Q&A sessions.
Exploring Anomalies in Authentication Logs with Autoencoders
Discover how autoencoders can enhance cybersecurity by detecting anomalies in authentication logs, overcoming limitations of traditional rule-based models and improving threat detection capabilities.
A Needle in a Haystack: Finding Threats in Billions of Cloud Logs
Discover techniques for efficiently analyzing massive cloud audit logs to identify security threats using basic cloud tools and advanced platforms like OpenSearch and Kubernetes.