InfluxDB may require big amounts of RAM when working with high cardinality data. It works OK with up to a million of time series. Then it starts eating RAM as crazy [1]. How many time series does your InfluxDB setup contain?

[1] https://medium.com/@valyala/insert-benchmarks-with-inch-infl... .