I found lot of documentation for using HDFS on MESOS, but I'm looking for a non JVM file system. My goal is to decrease resources consumption.
Have a look at https://github.com/vivint-smarthome/ceph-on-mesos; This framework targets Mesos directly and can be used with or without DCOS.