RFR: 8308804: Improve UUID.randomUUID performance with bulk/scalable PRNG access
Aleksey Shipilev
shade at openjdk.org
Fri May 26 09:37:57 UTC 2023
On Fri, 26 May 2023 00:16:19 GMT, Andrei Pangin <apangin at openjdk.org> wrote:
>> UUID is the very important class that is used to track identities of objects in large scale systems. On some of our systems, `UUID.randomUUID` takes >1% of total CPU time, and is frequently a scalability bottleneck due to `SecureRandom` synchronization.
>>
>> The major issue with UUID code itself is that it reads from the single `SecureRandom` instance by 16 bytes. So the heavily contended `SecureRandom` is bashed with very small requests. This also has a chilling effect on other users of `SecureRandom`, when there is a heavy UUID generation traffic.
>>
>> We can improve this by doing the bulk reads from the backing SecureRandom and possibly striping the reads across many instances of it.
>>
>>
>> Benchmark Mode Cnt Score Error Units
>>
>> ### AArch64 (m6g.4xlarge, Graviton, 16 cores)
>>
>> # Before
>> UUIDRandomBench.single thrpt 15 3.545 ± 0.058 ops/us
>> UUIDRandomBench.max thrpt 15 1.832 ± 0.059 ops/us ; negative scaling
>>
>> # After
>> UUIDRandomBench.single thrpt 15 4.421 ± 0.047 ops/us
>> UUIDRandomBench.max thrpt 15 6.658 ± 0.092 ops/us ; positive scaling, ~1.5x
>>
>> ### x86_64 (c6.8xlarge, Xeon, 18 cores)
>>
>> # Before
>> UUIDRandomBench.single thrpt 15 2.710 ± 0.038 ops/us
>> UUIDRandomBench.max thrpt 15 1.880 ± 0.029 ops/us ; negative scaling
>>
>> # After
>> Benchmark Mode Cnt Score Error Units
>> UUIDRandomBench.single thrpt 15 3.099 ± 0.022 ops/us
>> UUIDRandomBench.max thrpt 15 3.555 ± 0.062 ops/us ; positive scaling, ~1.2x
>>
>>
>> Note that there is still a scalability bottleneck in current default random (`NativePRNG`), because it synchronizes over a singleton instance for SHA1 mixer, then the engine itself, etc. -- it is quite a whack-a-mole to figure out the synchronization story there. The scalability fix in current default `SecureRandom` would be much more intrusive and risky, since it would change a core crypto class with unknown bug fanout.
>>
>> Using the bulk reads even when the underlying PRNG is heavily synchronized is still a win. A more scalable PRNG would benefit from this as well. This PR adds a system property to select the PRNG implementation, and there we can clearly see the benefit with more scalable PRNG sources:
>>
>>
>> Benchmark Mode Cnt Score Error Units
>>
>> ### x86_64 (c6.8xlarge, Xeon, 18 cores)
>>
>> # Before, hacked `new SecureRandom()` to `SecureRandom.getInstance("SHA1PRNG")`
>> UUIDRandomBench.single thrpt ...
>
> src/java.base/share/classes/java/util/UUID.java line 226:
>
>> 224: int p = (int)VH_POS.getAndAdd(this, UUID_CHUNK);
>> 225: if (p < BUF_SIZE) {
>> 226: uuid = new UUID(buf, p);
>
> We can read msb/lsb from the buffer here and move object allocation outside the lock to reduce the length of the critical section.
Yes, I am doing this.
-------------
PR Review Comment: https://git.openjdk.org/jdk/pull/14135#discussion_r1206496030
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