When to Use

Running GDS algorithms in Aura Graph Analytics GDS Sessions
Creating GdsSessions or using AuraGraphDataScience
Remote projecting connected Neo4j data with gds.graph.project.remote(...)
Using AuraDB Cypher API projection with { memory: ... } or { sessionId: ... }
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