Neo4j database is leading graph database however one limitation is about linear scalability. The article provides details on a approach you may take to support higher load on a Neo4j cluster. Though it may not really linearly scale however it may be sufficient for many scenario and loads. Neo4j guarantees availability using HA clustering and consistency is also guaranteed. This forces it to compromise on the partition tolerance since it has a centralized master for the write transactions.
How To Use Cache Sharding: Scale Out Neo4j
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