big data question

I have a Neo4j database with a lot of animals that I need to calculate the mean kinship of the animals for, this is gonna be done like once a month. Right now the db is crashing big time and 34gb of ram was needed to calculate it for a single animal far down the population when it is only 1000 animals in the current dataset. Does someone have any ideas or thoughts does someone have any ideas on how this could be done in a way that the db and server could handle processing?
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