December 31, 2024
InsightFinder UIE 4.8
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
September 30, 2024
InsightFinder UIE 4.7
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.
June 30, 2024
InsightFinder UIE 4.6
What’s New
- InsightFinder Co-Pilot
- Introduced a new incident co-pilot that provides recommendations on actions to take for incident resolution.
- Users can give feedback to improve accuracy and interact with the system for additional recommendations and guidance.
- Accelerator for Log File to Anomaly Detection (Drag and Drop)
- Added a drag-and-drop file utility for seamlessly adding log files to discover anomalies quickly.
- Enhancements to CDF (Cumulative Distribution Function)
- Support for rerunning and uploading reference models.
- Simultaneous display of historical and reference CDF graphs.
- New settings for filtering and task management are made using score keys.
- UI/UX Improvements
- Enhanced data collector configuration pages.
- Time range filtering was added for the causal graph display.
- Added service map root cause filter.
- Other Enhancements
- Introduced a new aggregation mode (median) in log2metric.
- A new time-based dampening setting was added for enhanced anomaly generation.
- Performance improvements for the unified health view.
- Various improvements to enhance the accuracy of root cause analysis.
- New data ingestion integrations for Dynatrace and Snowflake.
March 31, 2024
InsightFinder UIE 4.5
What’s New
- Analytics & Machine Learning
- Our latest update introduces a powerful tool, the cumulative distribution function, which can now detect model drift. This feature enhances your ability to monitor and maintain model accuracy.
- Our log2metric feature has been enhanced to join related data from multiple log files and perform calculations. This enhancement empowers you to perform more comprehensive data analysis.
- UI/UX
- The incident investigation page now has a summary and recommendations section, making it easy to understand quickly.
- Related incidents are now consolidated, making it easier to manage incidents.
- The Insightfinder heatmap and service map can now be embedded into other UIs, including Grafana, making viewing data in one place easier.
- All actions (custom, k8s) triggered can now be viewed on the new actions page.
- Other
- Customers can now segment the data in the UI into zones based on security needs.
- Various user experience and performance improvements
- K8s Trace data can now be collected using Open Telemetry (OTEL)
December 31, 2023
InsightFinder UIE 4.4
What’s New
- Kubernetes monitoring agent
- Kubernetes vertical pod autoscaling
- Integrate Dynatrace network dependency into causal analysis
- Global knowledge base sharing
- SAML SSO integration
- Time traveling service health map
- Support derived value and container for log to metric feature
- Zabbix integration
September 30, 2023
InsightFinder UIE 4.3
What’s New
- Kubernete version of EdgeBrain and MainBrain
- Global knowledge base bootstraping
- Kubernetes monitoring, integrating with Loki and Prometheus
- Robust metric prediction algorithms
- Automatic gap filling for spradic time series data
- Dynatrace integration
- Extrahop integration
- Utilizing websocket for log tail
- UI enhancement on dashboard widget and causal chain graph
June 30, 2023
InsightFinder UIE 4.2
What’s New
- On-demand metric historical data analysis with drag and drop UI support
- Implement new Log Analysis page UI
- Implement new project creation UI
- Containerized light version of Microbrain – Log
- Fluentd log integration
- Network topology discovery
- Data quality use cases
- Implement customizable dashboard
- Service Map integrated with grouping page and anomaly score
- Integration with AWS marketplace
- Power device data collection
March 31, 2023
InsightFinder UIE 4.1
What’s New
- Composite knowledgebase and prediction enhancement
- Log receiving enhancement
- UIE memory enhancement
- New Unified Health View UI
- New Incident Prediction UI
- Security use cases
- Enhance daily/weekly reports
- Containerized jdk19 Microbrain
- Datadog integration enhancement
December 31, 2022
InsightFinder UIE 4.0
What’s New
- New insight dashboard
- Black mode UI
- Log and metric overview statistics page
- Knowledge base training
- Enhanced log search and query UI
- Enhanced user role and project management
- Enhanced action automation
- Integration with Azure cost
- Integration with Snowflake log and metric
- Integration with Splunk cloud
September 30, 2022
InsightFinder UIE 3.9
What’s New
- Enhanced core engine performance
- Enhanced incident investigation, log query page, file analysis UI
- Integration with AWS cost
- Integration with Google Cloud cost
- Integration with New Relic log and metric monitoring
- Integration with Confluent Kafka
- Precise alerting
- Batch updating project configurations