Learn GREMLIN with Real Code Examples

Traversal language + traversal machine

Bytecode executed by Gremlin-enabled engines

OLTP traversal engine for real-time queries

OLAP engine for massive graph analytics

Gremlin Server for remote execution

Traversal -> Bytecode -> Execution engine

Backend resolves indexes & scans

Traversers flow through steps

Results aggregated and returned

Property graph model

Traversal machine

Step-based functional processing

OLAP MapReduce-style analytics

Fraud graph backend for banks

Cyber threat intelligence graphs

Product recommendation systems

Routing networks in logistics

Functional traversal pipelines

Database-agnostic architecture

OLTP + OLAP support

Composable step-based processing

Use JanusGraph/Cosmos/Neptune for scaling

OLAP engine for huge datasets

Distribute edges across partitions

Use Gremlin Server pool scaling

Convert Cypher queries to traversal steps

Move SPARQL to property graph modeling

Rewrite SQL joins as traversals

Optimize with backend indexing