Network Monitoring (Planned)

This use case is in development. Want to contribute? See the arcadedb-usecases repository.

Network topology modeling with time-series metrics and Grafana dashboards. Demonstrates how ArcadeDB unifies network graph analysis with performance monitoring, replacing separate topology databases and time-series stores.

Planned Features

  • Graph Traversal — Network topology modeling (routers, switches, links, VLANs) with path analysis

  • Time Series — Interface metrics (bandwidth, latency, packet loss) with PromQL queries

  • Vector Similarity — Anomaly detection on traffic pattern embeddings

  • Python — Primary implementation for network operations tooling

Target Scenarios

  • Network topology visualization and path analysis

  • Interface utilization monitoring with Grafana

  • Anomaly detection on traffic patterns

  • Impact analysis for planned maintenance windows