From Events to Insights: Memgraph Production Telemetry Stack with AWS, ClickHouse, and Grafana

Memgraph's production telemetry stack, utilizing AWS, ClickHouse, and Grafana, is designed to efficiently handle large volumes of telemetry data for a distributed graph database, transforming raw events into actionable insights without becoming an operational burden. The architecture separates functions such as ingestion, storage, processing, and visualization to allow for independent scaling, using AWS for durable raw storage and batch processing, ClickHouse for flexible data querying and storage, and Grafana for visualization and trend analysis. This decoupled design enables rapid evolution of telemetry data alongside the product itself, allowing for scalable, cost-effective analysis of system behavior and feature adoption across diverse deployment environments. By leveraging AWS's infrastructure for ingestion and storage, ClickHouse's ability to work with semi-structured data, and Grafana's dashboard capabilities, Memgraph can maintain a reliable and adaptable telemetry system that informs engineering decisions and product development.