When to Use - Running GDS algorithms in Aura Graph Analytics GDS Sessions - Creating or using - Remote projecting connected Neo4j data with - Using AuraDB Cypher API projection with or - Processing graph data from non-Neo4j sources (Pandas, Spark, CSV) - On-demand / pipeline workloads — ephemeral sessions, pay per session-minute - Full isolation from the live database during analytics When NOT to Use - Aura Pro with embedded GDS plugin → - Self-managed Neo4j with embedded GDS plugin → - Writing Cypher queries → - Snowflake Graph Analytics → --- Deployment Decision Table | Deployment | Use | |…