RFR: 8266431: Dual-Pivot Quicksort improvements (Radix sort) [v2]
Vladimir Yaroslavskiy
duke at openjdk.org
Fri Sep 26 22:39:29 UTC 2025
> The goal of the PR is to improve both, sequential and parallel, sorting of primitives.
>
> **The main achievements**
>
> - introduced Radix in parallel sorting which shows several times boost of performance and has linear complexity instead of n*ln(n)
> - improved mixed insertion sort (makes whole sorting faster)
> - improved merging sort for almost sorted data
> - optimized parallel sorting
> - improved step for pivot candidates and pivot partitioning
> - suggested better buffer allocation: if no memory, it is switched to in-place sorting with no OutOfMemoryError
> - minor javadoc and comment changes
>
> - extended existing tests
> - added tests for radix sort, heap sort, insertion sort
> - added benchmarking JMH tests
> - improved test coverage
>
> **The summary of benchmarking:**
>
> **Sequential sorting (Arrays.sort)**
>
> byte: up to 50% faster
> char: 4-7 times faster
> short: 2-6 times faster
> int: 1.2-5 times faster
> long: 1.2-5 times faster
> float: 1.2-5 times faster
> double: 1.2-4 times faster
>
> **Parallel sorting (Arrays.parallelSort)**
>
> int: 1.2-9 times faster
> long: 1.2-9 times faster
> float: 1.2-4 times faster
> double: 1.2-4 times faster
>
> **AVX512 support**
>
> Vamsi Parasa suggested faster sort routines by taking advantage of AVX512 instructions, see https://github.com/openjdk/jdk/pull/14227, sources of sorting were modified. Therefore, I performed benchmarking of the final version (which includes optimizations by Vamsi Parasa and optimizations from my side) on a server with CPUs supported AVX512 instructions, no regression of performance was found, see detailed benchmarking results.
>
> I'm going on previous PRs https://github.com/openjdk/jdk/pull/3938 and https://github.com/openjdk/jdk/pull/13568
Vladimir Yaroslavskiy has updated the pull request incrementally with one additional commit since the last revision:
JDK-8266431: Dual-Pivot Quicksort improvements
* Moved Radix sort out from sorting
-------------
Changes:
- all: https://git.openjdk.org/jdk/pull/27411/files
- new: https://git.openjdk.org/jdk/pull/27411/files/496b89df..a6cc6a09
Webrevs:
- full: https://webrevs.openjdk.org/?repo=jdk&pr=27411&range=01
- incr: https://webrevs.openjdk.org/?repo=jdk&pr=27411&range=00-01
Stats: 844 lines in 3 files changed: 85 ins; 661 del; 98 mod
Patch: https://git.openjdk.org/jdk/pull/27411.diff
Fetch: git fetch https://git.openjdk.org/jdk.git pull/27411/head:pull/27411
PR: https://git.openjdk.org/jdk/pull/27411
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