Flesh out the benchmark post some more
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@@ -1,6 +1,6 @@
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title = "Ceph Benchmarking"
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date = 2026-03-01
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date = 2026-02-21
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description = "The results of some of my recent ceph benchmarks"
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draft = true
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@@ -9,6 +9,9 @@ categories = ["Homelab"]
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tags = ["Homelab", "Ceph"]
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+++
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## Motivation
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I have been running a ceph cluster in my homelab for about 2 years now, but never properly benchmarked it, let alone wrote down my findings or any potential conclusions.
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## Setup everything for the Benchmarking
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On a machine in the ceph-cluster already:
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1. Generate a minimal ceph config using `ceph config generate-minimal-conf`
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@@ -39,33 +42,100 @@ Setup the benchmark itself:
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5. `mount /dev/rbd0 /mnt/bench`
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## Benchmarks
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All benchmarks are run with the same configuration, only changing the access (read/write, random/sequential).
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Key configuration options are:
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- using libaio
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- direct io
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- 1 job
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{% details(summary="fio config") %}
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```
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[global]
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ioengine=libaio
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direct=1
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size=4G
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numjobs=1
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runtime=60s
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time_based
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startdelay=5s
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group_reporting
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stonewall
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name=write
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rw=write
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filename=bench
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[1io_4k]
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iodepth=1
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bs=4k
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[1io_8k]
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iodepth=1
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bs=8k
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[1io_64k]
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iodepth=1
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bs=64k
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[1io_4M]
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iodepth=1
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bs=4M
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[32io_4k]
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iodepth=32
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bs=4k
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[32io_8k]
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iodepth=32
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bs=8k
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[32io_64k]
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iodepth=32
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bs=64k
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[32io_4M]
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iodepth=32
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bs=4M
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```
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{% end %}
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## Results
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{% details(summary="Random Reads - 1 Job") %}
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{% details(summary="Random Reads") %}
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{{ fio_benchmark(path="content/ceph-benchmarking/benchmarks/random_read.json") }}
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{% end %}
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{% details(summary="Random Writes - 1 Job") %}
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{% details(summary="Random Writes") %}
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{{ fio_benchmark(path="content/ceph-benchmarking/benchmarks/random_write.json") }}
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{% end %}
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{% details(summary="Sequential Reads - 1 Job") %}
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{% details(summary="Sequential Reads") %}
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{{ fio_benchmark(path="content/ceph-benchmarking/benchmarks/seq_read.json") }}
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{% end %}
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{% details(summary="Sequential Writes - 1 Job") %}
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{% details(summary="Sequential Writes") %}
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{{ fio_benchmark(path="content/ceph-benchmarking/benchmarks/seq_write.json") }}
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{% end %}
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## TODO
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- Try directly on the block device
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- Try this using xfs instead of ext4
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- Try this with and without drive caches
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## Conclusion
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1. Overall I am satisfied with the performance of the cluster for my current use-case.
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2. There is a lot of room for improvement in the low queue-depth range
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3. The network is not really a limiting factor currently
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- None of the nodes in the cluster exceeded 500MiB/s of TX or RX, so there is plenty of room for growth
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- My client used for testing was limited by the network, evident by the fact that the highest speed achieved is ~1.2GB/s (~10Gb/s)
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4. My smallest node (the embedded epyc) could be the limiting factor as in some benchmarks, it reached 100% cpu usage, while my other nodes never exceeded 40%
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## Extra Details
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{% details(summary="Cluster Hardware") %}
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- 10 Gb Networking between all nodes
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- Node
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- Ryzen 5 5500
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- 64GB RAM
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- 4x 480GB enterprise SSD
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- Node
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- Ryzen 5 3600
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- 64GB RAM
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- 4x 480GB enterprise SSD
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- Node
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- EPYC 3151
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- 64GB RAM
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- 4x 480GB enterprise SSD
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{% end %}
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## Details
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{% details(summary="Command to convert raw data into vis data") %}
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{% details(summary="Command to convert raw data into data for visualisation") %}
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```bash
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jq '[.jobs[] | { iodepth: ."job options".iodepth, bs: ."job options".bs, operations: { iops: .write.iops, bw_bytes: .write.bw_bytes } }]' content/ceph-benchmarking/benchmarks/raw_random_write.json | jq '
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@@ -96,3 +166,8 @@ jq '[.jobs[] | { iodepth: ."job options".iodepth, bs: ."job options".bs, operati
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'
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```
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{% end %}
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## Future Work
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- Try directly on the block device
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- Try this using xfs instead of ext4
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- Try this with and without drive caches
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