Ray dashboard agent processs cost big memory due to out of memory

On my head node, it meets out of memory error.
1st process is my businesss process with ray data function on 100w+ datasets .
2nd processs it ray dashboard/agent.py , it cos 10G memory. but when ray header restart.
the process does not cost so big memory
3rd is ray::StatsActor