Netflix implements ontology-driven knowledge graphs for system observability
October 19, 2026
Netflix engineers built an end-to-end knowledge graph to map complex system dependencies using ontology-driven observability. This approach structures disparate telemetry data into a unified semantic layer to improve root cause analysis in microservice architectures.
HOW THIS AFFECTS YOU
●
builderYou can apply these semantic mapping techniques to reduce MTTR in complex distributed systems.
●
researcherThis provides a framework for applying formal ontologies to large-scale system telemetry.