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A distributed graph database architecture that co-exists with the distributedrelational DB for I/O and at-scale OLAP expression support with hundreds ofPostGIS compatible geometry functions will be discussed in this article. Theuniqueness of this implementation stems mainly from its double link topologystructure for its fixed storage characteristics independent from the variancein node-to-edge connections. Another note-worthy contribution of thisimplementation is its non-blocking client-server communication architectureamong its distributed graph servers. A non-bottlenecking partitioning schemebased on duplication of nodes is also implemented ensuring minimalcommunications using distributed filtering on geo-spatial, random and explicitsharding choices. Finally, an efficient re-balancing algorithm followed by adistributed shortest path solver will be demonstrated with examples from bothgeo-spatial and social networks.

A fixed storage distributed graph database hybrid with at-scale OLAP expression and I/O support of a relational DB: Kinetica-Graph