JanusGraph combined with Belief Propagation



You can first try to write a custom VertexProgram for belief propagation with Apache TinkerPop. A custom VertexProgram supports the massive message parsing needed for belief propagation.
If it works on TinkerPop you can use the same VertexProgram on JanusGraph (if a single TinkerPop machine does not suffice to hold your graph), but you will have the additional complexity of getting JanusGraph to work with Apache Spark.

A Google search on belief propagation VertexProgram TinkerPop does not give any relevant results.

Best wishes,    Marc


I'm moving from AWS Neptune architecture to JanusGraph in CentOS.

Anyone has tried implementing Belief Propagation with JanusGraph?