ceph-fuse and its memory usage

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Dear CephFS Gurus...

I have a question regarding ceph-fuse and its memory usage.

1./ My Ceph and CephFS setups are the following:
Ceph:
a. ceph 9.0.3
b. 32 OSDs distributed in 4 servers (8 OSD per server).
c. 'osd pool default size = 3' and 'osd pool default min size = 2'
d. All servers running Centos6.7

CephFS:
e. a single mds
f. dedicated pools for data and metadata
g. clients in different locations / sites mounting CephFS via ceph-fuse
h. All servers and clients running Centos6.7

2./ I have been running fio tests in two CephFS clients:
    - Client A is in the same data center as all OSDs connected at 1 GbE
    - Client B is in a different data center (in another city) also connected at 1 GbE. However, I've seen that the connection is problematic, and sometimes, the network performance is well bellow the theoretical 1 Gbps limit.
    - Client A has 24 GB RAM + 98 GB of SWAP and client B has 48 GB of RAM + 98 GB of SWAP

3./ I have been running some fio write tests (with 128 threads) in both clients, and surprisingly, the results show that the aggregated throughput is better for client B than client A. 
CLIENT A results:
# grep agg fio128threadsALL/fio128write_ioenginelibaio_iodepth64_direct1_bs512K_20151001015558.out
WRITE: io=1024.0GB, aggrb=114878KB/s, minb=897KB/s, maxb=1785KB/s, mint=4697347msec, maxt=9346754msec

CLIENT B results:
#  grep agg fio128threadsALL/fio128write_ioenginelibaio_iodepth64_direct1_bs512K_20151001015555.out
WRITE: io=1024.0GB, aggrb=483254KB/s, minb=3775KB/s, maxb=3782KB/s, mint=2217808msec, maxt=2221896msec

4./ If I actually monitor the memory usage of ceph-fuse during the I/O tests, I see that
CLIENT A: ceph-fuse does not seem to go behond 7GB of VMEM and 1 GB of RMEM.
CLIENT B: ceph-fuse uses 11 GB of VMEM and 7 GB of RMEM.

5./ These results make me think that caching is playing a critical role in these results.

My questions are the following:
a./ Why CLIENT B uses more memory than CLIENT A? My hint is that there is a network bottleneck between CLIENT B and the Ceph Cluster, and memory is more used because of that.
b/ Is the FIO write performance better in CLIENT B a consequence of the fact that it is using more memory than client A?
c./ Is there a parameters we can set for the CEPHFS clients to limit the amount of memory they can use?
Cheers
Goncalo

-- 
Goncalo Borges
Research Computing
ARC Centre of Excellence for Particle Physics at the Terascale
School of Physics A28 | University of Sydney, NSW  2006
T: +61 2 93511937
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