在 2024/2/23 04:37, Matthew Wilcox (Oracle) 写道:
Rosebush is a resizing, scalable, cache-aware, RCU optimised hash table. I've written a load of documentation about how it works, mostly in Documentation/core-api/rosebush.rst but some is dotted through the rosebush.c file too. You can see this code as a further exploration of the "Linked lists are evil" design space. For the workloads which a hashtable is suited to, it has lower overhead than either the maple tree or the rhashtable. It cannot support ranges (so is not a replacement for the maple tree), but it does have per-bucket locks so is more scalable for write-heavy workloads. I suspect one could reimplement the rhashtable API on top of the rosebush, but I am not interested in doing that work myself. The per-object overhead is 12 bytes, as opposed to 16 bytes for the rhashtable and 32 bytes for the maple tree. The constant overhead is also small, being just 16 bytes for the struct rosebush. The exact amount of memory consumed for a given number of objects is going to depend on the distribution of hashes; here are some estimated consumptions for power-of-ten entries distributed evenly over a 32-bit hash space in the various data structures: number xarray maple rhash rosebush 1 3472 272 280 256 10 32272 784 424 256 100 262kB 3600 1864 2080 1000 [1] 34576 17224 16432 10k [1] 343k 168392 131344 100k [1] 3.4M 1731272 2101264 As you can see, rosebush and rhashtable are close the whole way. Rosebush moves in larger chunks because it doubles each time; there's no actual need to double the bucket size, but that works well with the slab allocator's existing slabs. As noted in the documentation, we could create our own slabs and get closer to the 12 bytes per object minimum consumption. [2] Where I expect rosebush to shine is on dependent cache misses. I've assumed an average chain length of 10 for rhashtable in the above memory calculations. That means on average a lookup would take five cache misses that can't be speculated. Rosebush does a linear walk of 4-byte hashes looking for matches, so the CPU can usefully speculate the entire array of hash values (indeed, we tell it exactly how many we're going to look at) and then take a single cache miss fetching the correct pointer. Add that to the cache miss to fetch the bucket and that's just two cache misses rather than five. I have not yet converted any code to use the rosebush. The API is designed for use by the dcache, and I expect it will evolve as it actually
Hello, It seems that the advantage of this hash table is that it does not need to traverse the linked list and has fewer cache misses. I want to know how much performance improvement is expected if it is applied to dcache? Thanks, Peng
gets used. I think there's probably some more refactoring to be done. I am not aware of any bugs, but the test suite is pitifully small. The current algorithm grows the buckets more aggressively than the table; that's probably exactly the wrong thing to do for good performance. This version is full of debugging printks. You should probably take them out if you're going to try to benchmark it. The regex '^print' should find them all. Contributions welcome; I really want to get back to working on folios, but this felt like an urgent problem to be fixed. [1] I stopped trying to estimate the memory costs for xarray; I couldn't be bothered to as it's not a serious competitor for this use case. [2] We have ideas for improving the maple tree memory consumption for this kind of workload; a new node type for pivots that fit in 4 bytes and sparse nodes to avoid putting a NULL entry after each occupied entry. The maple tree really is optimised for densely packed ranges at the moment. Matthew Wilcox (Oracle) (1): rosebush: Add new data structure Documentation/core-api/index.rst | 1 + Documentation/core-api/rosebush.rst | 135 ++++++ MAINTAINERS | 8 + include/linux/rosebush.h | 41 ++ lib/Kconfig.debug | 3 + lib/Makefile | 3 +- lib/rosebush.c | 707 ++++++++++++++++++++++++++++ lib/test_rosebush.c | 135 ++++++ 8 files changed, 1032 insertions(+), 1 deletion(-) create mode 100644 Documentation/core-api/rosebush.rst create mode 100644 include/linux/rosebush.h create mode 100644 lib/rosebush.c create mode 100644 lib/test_rosebush.c
