InsightFinder Release Notes

InsightFinder UIE 4.8

December 31, 2024

What’s New

• Fine-Grained Metric Detection: Support sub-minute metric detection using Kafka for more real-time and accurate anomaly detection
• Auto Escalate Incident: Support auto escalation based on instance level anomaly score
• Outlier Detection: Support string outlier detection in log for data quality issues and more
• Model Drift Detection Algorithm: Support minute level sampling and apply aging algo for CDF distribution aggregation for more realtime detection
• IFTrace SDK: Developed IFTrace SDK for collecting LLM trace
• Deploy AI Observability Product:
  • Support model and monitor set up
  • Support model drift workbench
  • Support workbench RCA timeline
  • Support LLM trace viewer and workbench

Enhancements and Improvements

• Metadata Optimization: Optimizing global view and causal metadata return size to increase UI loading
• UX Improvement: Updating problem investigation page UI
• Infrastructure Component Upgrading: Upgrade Cassandra to Cassandra 4

InsightFinder UIE 4.7

September 30, 2024

What’s New

• MI Causal Algorithm: Introduces a cutting-edge machine learning algorithm for advanced root cause analysis (RCA).
• Open Telemetry Log and Trace Collector: Full support for OpenTelemetry to enhance observability for distributed systems.
• LLM Summarization of RCA Results: AI-powered summarization using large language models (LLMs) to provide concise RCA insights.
• PSI Algorithm for Model Output Comparison: Supported PSI (Population Stability Index) calculations to track model drift over time.
• Multiple System Dashboard: Unified view across various systems to enhance user experience and ease of use.
• Kafka Metric Collector with Gap Fill Support: Ensures reliable metric collection via Kafka, even with data gaps.
• CloudWatch Integration: Seamless integration with AWS CloudWatch for enhanced monitoring and metric collection.
• Snowflake Metric Integration: Direct support for Snowflake metrics, enabling improved data management and analytics.
• BigPanda Integration: Integration with BigPanda to streamline incident management workflows.

Enhancements and Improvements

• Metric Aggregation at Component Level: We have added support for aggregating metrics at a more granular component level, which provides deeper insights.
• PDF Export Support: New ability to export RCA results, dashboards, and insights as PDF for reporting and sharing.
• RCA Ranking Calculation at Instance Level: Introduced the capability to rank RCA results at the instance level, helping prioritize issues.
• Knowledge Base File Downloading and Reuploading: This feature allows users to download and reupload knowledge base files, enhancing knowledge sharing.
• Project Batch Sharing: Easily share project results in batches with other users for collaborative analysis.
• JWT Token and Iframe Support for APIs: Enhanced API security and flexibility with support for JWT tokens and iframes.
• Prometheus Agent Configuration Simplification: Simplified the configuration process for Prometheus agents, making the setup more user-friendly.
• Elastic Log Extraction Performance: Significantly improved performance for extracting and processing large-scale elastic logs.