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@@ -14,7 +14,7 @@ Replicated setups:
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- Linear read: `min(total network bandwidth, sum(disk read MB/s))`.
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- Linear write: `min(total network bandwidth, sum(disk write MB/s / number of replicas))`.
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- Saturated parallel read iops: `min(total network bandwidth, sum(disk read iops))`.
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- Saturated parallel write iops: `min(total network bandwidth / number of replicas, sum(disk write iops / number of replicas / (write amplification = 4)))`.
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- Saturated parallel write iops: `min(total network bandwidth / number of replicas, sum(disk write iops / number of replicas / write amplification))`.
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EC/XOR setups (EC N+K):
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- Single-threaded (T1Q1) read latency: 1.5 network roundtrips + 1 disk read.
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@@ -26,28 +26,36 @@ EC/XOR setups (EC N+K):
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- Linear read: `min(total network bandwidth, sum(disk read MB/s))`.
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- Linear write: `min(total network bandwidth, sum(disk write MB/s * N/(N+K)))`.
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- Saturated parallel read iops: `min(total network bandwidth, sum(disk read iops))`.
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- Saturated parallel write iops: roughly `total iops / (N+K) / WA`. More exactly,
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`min(total network bandwidth * N/(N+K), sum(disk randrw iops / (N*4 + K*5 + 1)))` with
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random read/write mix corresponding to `(N-1)/(N*4 + K*5 + 1)*100 % reads`.
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- For example, with EC 2+1 it is: `(7% randrw iops) / 14`.
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- With EC 6+3 it is: `(12.5% randrw iops) / 40`.
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- Saturated parallel write iops: roughly `total iops / (N+K) / WA`. More exactly:
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- With the new store: `min(total network bandwidth * N/(N+K), sum(disk randrw iops / (2 + N-1 + K*2)))`,
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with random read/write mix corresponding to `(N-1)/(2 + N-1 + K*2)*100 % reads`.
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- For example, with EC 2+1 it is: `(20% randrw iops) / 5`.
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- With EC 6+3 it is: `(38% randrw iops) / 13`.
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- With the old store: `min(total network bandwidth * N/(N+K), sum(disk randrw iops / (3 + N-1 + K*3)))`,
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with random read/write mix corresponding to `(N-1)/(3 + N-1 + K*3)*100 % reads`.
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- For example, with EC 2+1 it is: `(14% randrw iops) / 7`.
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- With EC 6+3 it is: `(30% randrw iops) / 17`.
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Write amplification for 4 KB blocks is usually 3-5 in Vitastor:
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1. Journal block write
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2. Journal data write
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3. Metadata block write
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4. Another journal block write for EC/XOR setups
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5. Data block write
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Write Amplification factor:
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- For the new store and for 4 KB writes: WA is always 1 unless you set [atomic_write_size](../config/osd.en.md#atomic_write_size) to 0 manually.
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- For the new store and for 8-124 KB writes: WA is 1 if you use NVMe drives with atomic write support, or roughly 2 if you use other drives.
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- For the old store, WA is roughly `(2 * write size + 4 KB) / (write size)`. So, for 4 KB writes it's 3, and for 8-124 KB writes it's closer to 2.
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- For both the new and the old store and for writes of [block_size](../config/layout-cluster.en.md#block_size): WA is almost 1.
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If you manage to get an SSD which handles 512 byte blocks well (Optane?) you may
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lower 1, 3 and 4 to 512 bytes (1/8 of data size) and get WA as low as 2.375.
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Write Amplification consists of:
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- For the new store:
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- Buffer block write if non-atomic
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- Data block write
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- Metadata write(s) (amortized)
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- For the old store:
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- Journal block write (amortized)
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- Journal data write
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- Metadata block write
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- Another journal block write for EC/XOR setups (amortized)
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- Data block write
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Implemented NVDIMM support can basically eliminate WA at all - all extra writes will
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go to DRAM memory. But this requires a test cluster with NVDIMM - please contact me
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if you want to provide me with such cluster for tests.
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Lazy fsync also reduces WA for parallel workloads because journal blocks are only
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written when they fill up or fsync is requested.
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Other possibilities to reduce WA would be to use SSDs with internal 512-byte blocks
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or NVDIMM, but both options seem unavailable on the market at the moment.
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## In Practice
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