NetXMS Talks (Feb 2026): anomaly detection with AI, dashboard templates, alarm correlation

Описание: In this session of NetXMS Talks, we looked into three powerful features recently introduced in NetXMS.

AI-Powered Anomaly Detection
Static thresholds have always had limits — they catch known problems, but can't adapt to unusual patterns. NetXMS 6 introduces three tiers of anomaly detection: statistical thresholds, isolation forest (ML-based), and the new LLM-based detection. Listen to how the AI approach works.

Dashboard Templates
New in NetXMS 6.0: dashboard templates let you define a dashboard once and automatically generate it across many nodes using an auto-apply filtering script. Unlike context dashboards (which require user access to the underlying nodes), dashboard templates let you grant access to a dashboard directly — users see the data without needing visibility into the nodes themselves. Any change to the template propagates instantly to all dashboards generated from it.

Alarm Correlation
A lesser-known but powerful feature: alarm correlation lets you attach a root cause analyzer script to alarms in the Event Processing Policy. When an alarm fires, the script runs, finds a related alarm, and links them in a hierarchical tree — so instead of a flat alarm list, you see root causes and dependent alarms grouped together. Any logic is possible, including cross-node correlation based on network topology.

Multi-Model LLM Support
NetXMS supports multiple AI providers simultaneously, each assigned to specific functional slots: default, fast, analytical, guard, interactive, and background. Victor walks through a real configuration using OpenAI (GPT-4) and Mistral AI via OpenRouter — and confirms that Anthropic's Claude API support has just landed in the latest patch release.

🗓️ What's Coming Next
NetXMS 6.1: expanded toolbar UI, Oxidized integration for configuration backup and OTel support for metrics.

Summer 2026: next major release
New Web UI (in progress) — completely redesigned
Growing layer of OpenTelemetry support


📖 Documentation: https://netxms.org/documentation
💬 Community forum: https://www.netxms.org/forum
🐙 GitHub: https://github.com/netxms/netxms