[luminous]OSD memory usage increase when writing a lot of data to cluster

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Hi All,
The cluster has 24 osd with 24 8TB hdd.
Each osd server has 2GB ram and runs 2OSD with 2 8TBHDD. I know the memory is below the remmanded value, but this osd server is an ARM  server so I can't do anything to add more ram.
I created a replicated(2 rep) pool and an 20TB image and mounted to the test server with xfs fs. 
 
I have set the ceph.conf to this(according to other related post suggested):
[osd]
        bluestore_cache_size = 104857600
        bluestore_cache_size_hdd = 104857600
        bluestore_cache_size_ssd = 104857600
        bluestore_cache_kv_max = 103809024
 
 osd map cache size = 20
        osd map max advance = 10
        osd map share max epochs = 10
        osd pg epoch persisted max stale = 10
The bluestore cache setting did improve the situation,but if i try to write 1TB data by dd command(dd if=/dev/zero of=test bs=1G count=1000)  to rbd the osd will eventually be killed by oom killer.
If I only wirte like 100G  data once then everything is fine.
 
Why does the osd memory usage keep increasing whle writing ?
Is there anything I can do to reduce the memory usage?
 
2017-10-24

lin.yunfan
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