There is a severe memory leak here:
https://github.com/neo4j/neo4j-java-driver/blob/1.3/driver/src/main/java/org/neo4j/driver/internal/NetworkSession.java#L65
Our application ends up in GC hell after running for a few days. Here is a chart from new relic that shows this:

I'll submit a PR shortly.