arch/x86/events/amd/ibs.c | 11 + arch/x86/include/asm/entry-common.h | 3 + arch/x86/include/asm/hardirq.h | 2 + arch/x86/include/asm/ibs.h | 9 + arch/x86/include/asm/msr-index.h | 16 + arch/x86/mm/Makefile | 3 +- arch/x86/mm/ibs.c | 343 +++++++++++++++++ include/linux/migrate.h | 6 + include/linux/mmzone.h | 19 + include/linux/pghot.h | 55 +++ include/linux/vm_event_item.h | 21 + kernel/sched/debug.c | 1 - kernel/sched/fair.c | 152 +------- mm/Kconfig | 19 + mm/Makefile | 2 + mm/huge_memory.c | 26 +- mm/internal.h | 4 + mm/klruscand.c | 110 ++++++ mm/memory.c | 31 +- mm/migrate.c | 41 +- mm/mm_init.c | 10 + mm/page_ext.c | 11 + mm/pghot.c | 571 ++++++++++++++++++++++++++++ mm/vmscan.c | 181 ++++++--- mm/vmstat.c | 21 + 25 files changed, 1427 insertions(+), 241 deletions(-) create mode 100644 arch/x86/include/asm/ibs.h create mode 100644 arch/x86/mm/ibs.c create mode 100644 include/linux/pghot.h create mode 100644 mm/klruscand.c create mode 100644 mm/pghot.c
[If someone wants to be off the CC-list, pls drop me a note. Will remove from the next iteration] Hi, This patchset introduces a new subsystem for hot page tracking and promotion (pghot) with the following goals: - Unify hot page detection from multiple sources like hint faults, page table scans, hardware hints (IBS). - Decouple detection from migration. - Centralize promotion logic via per-lowertier-node kernel thread. - Move migration rate limiting and associated logic in NUMAB=2 (current NUMA Balancing based hot page promotion) from scheduler to pghot sub-system to enable broader reuse. Currently, multiple kernel subsystems detect page accesses independently. This patchset consolidates accesses from these mechanisms by providing: - A common API for reporting page accesses - Shared infrastructure for tracking hotness at PFN granularity - Per-lowertier-node kernel threads for promoting pages. Here is a brief summary of how this subsystem works: - Tracks frequency, last access time and accessing node for each recorded access. - These hotness parameters are maintained on a per-PFN in an unsigned long variable within the existing mem_section data structure. Bits 0-31 are used to store nid, frequency and time. Bits 32-62 are unused now. Bit 63 is used to indicate the page is ready for migration. - Classifies pages as hot based on configurable thresholds. - Pages classified as hot are marked as ready for migration using the ready bit. - Per-lowertier-node kmigrated threads periodically scan the PFNs of lower tier nodes, checking for the migration-ready bit to perform batched migrations. Three page hotness sources have been integrated with pghot subsystem on experimental basis: 1. IBS 2. klruscand (based on MGLRU page table walks) 3. NUMA Balancing (mode 2). Major change in v3 ================== The major design change in this version is to move away from the hash and heap based hot page records management and instead use statically allocated per-PFN unsigned long variable for storing hotness parameters. This was the approach that I had used in what was called the kmigrated patchset [1]. While earlier I had used extended page flags, here mem_section data structure is used to store per-PFN hotness information for PFNs spanning the section. Advantages of this approach: - Eliminates the need for dynamic allocation and deallocation of hot page records. Also, no more atomic context allocations. - Removes the requirement for special data structures (like hash lists and heap) to manage hot page records. - Considerable space savings per hot page record (Just an unsigned long now instead of 40 bytes per record in the earlier approach) - Fixed complexity for looking up the hot page record of a PFN. - No locking complexity but just atomic updates to per-PFN record. Downsides: - Not easily possible to obtain top N hot pages list but a kernel thread will periodically scan the hotness records of its corresponding lower tier to obtain the hot pages for promotion. - A page may become cold by the time kmigrated gets to act on it. Space overhead: - One pointer overhead for each memory section to store hotness array pointer. With a section size of 128MB resulting in 8192 sections per TB of node memory, there will be 64KB of memory used per TB. Currently I am using mem_section to store the hotness array pointer instead of creating a parallel data structure. If the latter method is preferred, then hotness array pointers are required only for the lower tier nodes. - With 4K PFNs, there can be 32768 PFNs in a section and hence with 8 bytes (unsigned long) per PFN, hotness array will consume 2GB per TB of node memory. This will be for lower tier nodes only. Other changes in v3 =================== - Migration thread is renamed to kmigrated (earlier called kpromoted). - Most code cleanups as suggested by Jonathan Cameron. - NUMAB mode 2 is now fully enabled as hotness source to pghot sub-system with off-loading of large pages migration to kmigrated. - Sysctl knobs to enable access recording from different sources independently. Results ======= System details -------------- 3 node AMD Zen5 system with 2 regular NUMA nodes (0, 1) and a CXL node (2) $ numactl -H available: 3 nodes (0-2) node 0 cpus: 0-95,192-287 node 0 size: 128460 MB node 1 cpus: 96-191,288-383 node 1 size: 128893 MB node 2 cpus: node 2 size: 257993 MB node distances: node 0 1 2 0: 10 32 50 1: 32 10 60 2: 255 255 10 Microbenchmark details ---------------------- Multi-threaded application with 64 threads that access memory at 4K granularity repetitively and randomly. The number of accesses per thread and the randomness pattern for each thread are fixed beforehand. The accesses are divided into stores and loads. Benchmark threads run on Node 0, while memory is initially provisioned on CXL node 2 before the accesses start. There are three modes in which the benchmark is run: Mode 1: Regular 4K page accesses. The memory is provisioned on CXL node using mmap(MAP_POPULATE). 50% loads and 50% stores. Mode 2: mmapped file 4K accesses. The memory is provisioned on CXL node using mmap(fd, MAP_POPULATE|MAP_SHARED). 100% loads. Mode 3: 2M THP page accesses. The memory is provisioned on CXL node using mmap, madvise(MADV_HUGEPAGE) and move_pages(to cxl node). 50% loads and 50% stores. Repetitive accesses results in lowertier pages becoming hot and kmigrated detecting and migrating them. The benchmark score is the time taken to finish the accesses in microseconds. The sooner it finishes the better it is. All the numbers shown below are average of 3 runs. Hotness sources --------------- NUMAB0 - Without NUMA Balancing in base case and with no source enabled in the patched case. No migrations occur. NUMAB2 - Existing hot page promotion for the base case and use of hint faults as source in the patched case. pgtscan - Klruscand (MGLRU based PTE A bit scanning) source hwhints - IBS as source Results summary --------------- Performance Impact: - NUMAB2: 4.5% regression in Mode 1 and 19.8% regression in Mode 2. - Hardware hints (IBS): Shows close to original NUMAB2 performance. - Page table scanning: Good performance, comprehensive migration. Migration Effectiveness: - NUMAB2 and pgtscan achieve similar migration counts to baseline. - THP migration significantly improved with new sources. - Hardware hints show some sampling limitations. Mode 1 - Time taken (microseconds, lower is better) ------------------------------------------------------ Source Base Patched Change ------------------------------------------------------ NUMAB0 115,668,771 117,775,032 +1.8% NUMAB2 102,894,589 107,576,615 +4.5% pgtscan NA 111,399,698 NA hwhints NA 103,232,152 NA ------------------------------------------------------ Mode 1 - Pages migrated (pgpromote_success) ------------------------------------------------------ Source Base Patched Change ------------------------------------------------------ NUMAB0 0 0 0% NUMAB2 2097144 2097152 +0.0% pgtscan NA 2097152 NA hwhints NA 1269467 NA ------------------------------------------------------ Mode 2 - Time taken (microseconds, lower is better) ------------------------------------------------------ Source Base Patched Change ------------------------------------------------------ NUMAB0 110,273,416 113,801,899 +3.2% NUMAB2 71,859,123 86,098,560 +19.8% pgtscan NA 71,545,031 NA hwhints NA 71,857,476 NA ------------------------------------------------------ Mode 2 - Pages migrated (pgpromote_success) ------------------------------------------------------ Source Base Patched Change ------------------------------------------------------ NUMAB0 0 0 0% NUMAB2 2097152 2080128 -0.8% pgtscan NA 2097152 NA hwhints NA 2097115 NA ------------------------------------------------------ Mode 3 - Time taken (microseconds, lower is better) ------------------------------------------------------ Source Base Patched Change ------------------------------------------------------ NUMAB0 30,944,794 30,537,137 -1.3% NUMAB2 29,773,930 31,184,442 +4.7% pgtscan NA 28,580,878 NA hwhints NA 28,732,128 NA ------------------------------------------------------ Mode 3 - Pages migrated (thp_migration_success) ------------------------------------------------------ Source Base Patched Change ------------------------------------------------------ NUMAB0 0 0 0 NUMAB2 3754 1278 -65.9% pgtscan NA 33032 NA hwhints NA 32768 NA ------------------------------------------------------ Results Analysis TODO --------------------- - Regression in NUMAB2 needs further analysis. The overhead of pghot path and effect of batched migration needs to be identified. It is seen that migrations get kicked off a bit later in kmigrated-NUMAB2 case compared to base-NUMAB2 case. This also needs further investigation. This v3 patchset applies on top of upstream commit e53642b87a4f and can be fetched from: https://github.com/AMDESE/linux-mm/tree/bharata/pghot-rfcv3 v2: https://lore.kernel.org/linux-mm/20250910144653.212066-1-bharata@amd.com/ v1: https://lore.kernel.org/linux-mm/20250814134826.154003-1-bharata@amd.com/ v0: https://lore.kernel.org/linux-mm/20250306054532.221138-1-bharata@amd.com/ TODOs ===== - Check if the page is still within the hotness time window when kmigrated gets to it. - Per-zone or per-section indicators to walk only zones or sections that have hot PFNs instead of kmigrated walking all the PFNs of the lower tier node. - Bulk access reporting may be desirable for sources like IBS. - Take care of memory hotplug for allocation/freeing of mem_section->hot_map. - Currently I am defaulting to node 0 if target NID isn't specified by the source. The best fallback target node may have to determined dynamically. - Provide compatibility alias for the sysctls moved from sched to pghot. - Wider testing and benchmark coverage. - Address Ying Huang's comment about merging migrate_misplaced_folio() and migrate_misplaced_folios_batch() and correctly handling memcg stats counting properly in the latter. [1] kmigrated approach: https://lore.kernel.org/linux-mm/20250616133931.206626-1-bharata@amd.com/ Bharata B Rao (5): mm: migrate: Allow misplaced migration without VMA too mm: Hot page tracking and promotion x86: ibs: In-kernel IBS driver for memory access profiling x86: ibs: Enable IBS profiling for memory accesses mm: sched: Move hot page promotion from NUMAB=2 to pghot tracking Gregory Price (1): migrate: implement migrate_misplaced_folios_batch Kinsey Ho (2): mm: mglru: generalize page table walk mm: klruscand: use mglru scanning for page promotion arch/x86/events/amd/ibs.c | 11 + arch/x86/include/asm/entry-common.h | 3 + arch/x86/include/asm/hardirq.h | 2 + arch/x86/include/asm/ibs.h | 9 + arch/x86/include/asm/msr-index.h | 16 + arch/x86/mm/Makefile | 3 +- arch/x86/mm/ibs.c | 343 +++++++++++++++++ include/linux/migrate.h | 6 + include/linux/mmzone.h | 19 + include/linux/pghot.h | 55 +++ include/linux/vm_event_item.h | 21 + kernel/sched/debug.c | 1 - kernel/sched/fair.c | 152 +------- mm/Kconfig | 19 + mm/Makefile | 2 + mm/huge_memory.c | 26 +- mm/internal.h | 4 + mm/klruscand.c | 110 ++++++ mm/memory.c | 31 +- mm/migrate.c | 41 +- mm/mm_init.c | 10 + mm/page_ext.c | 11 + mm/pghot.c | 571 ++++++++++++++++++++++++++++ mm/vmscan.c | 181 ++++++--- mm/vmstat.c | 21 + 25 files changed, 1427 insertions(+), 241 deletions(-) create mode 100644 arch/x86/include/asm/ibs.h create mode 100644 arch/x86/mm/ibs.c create mode 100644 include/linux/pghot.h create mode 100644 mm/klruscand.c create mode 100644 mm/pghot.c -- 2.34.1
On 10-Nov-25 10:53 AM, Bharata B Rao wrote:
<snip>
> Results
> =======
Earlier I included results from the scenario where there was enough free
memory in the toptier node and hence demotions weren't getting triggered.
Here I am including results from a similar microbenchmark that results in
demotion too.
System details
--------------
3 node AMD Zen5 system with 2 regular NUMA nodes (0, 1) and a CXL node (2)
$ numactl -H
available: 3 nodes (0-2)
node 0 cpus: 0-95,192-287
node 0 size: 128460 MB
node 1 cpus: 96-191,288-383
node 1 size: 128893 MB
node 2 cpus:
node 2 size: 257993 MB
node distances:
node 0 1 2
0: 10 32 50
1: 32 10 60
2: 255 255 10
Microbenchmark details
----------------------
Single threaded application that allocates memory on both DRAM and CXL nodes
using mmap(MAP_POPULATE). Every 1G region of allocated memory on CXL node is
accessed at 4K granularity randomly and repetitively to build up the notion
of hotness in the 1GB region that is under access. This should drive promotion.
For promotion to work successfully, the DRAM memory that has been provisioned
(and not being accessed) should be demoted first. There is enough free memory
in the CXL node to for demotions.
In summary, this benchmark creates a memory pressure on DRAM node and does
CXL memory accesses to drive both demotion and promotion.
The number of accesses are fixed and hence, the quicker the accessed pages
get promoted to DRAM, the sooner the benchmark is expected to finish.
DRAM-node = 1
CXL-node = 2
Initial DRAM alloc ratio = 75%
Allocation-size = 171798691840
Initial DRAM Alloc-size = 128849018880
Initial CXL Alloc-size = 42949672960
Hot-region-size = 1073741824
Nr-regions = 160
Nr-regions DRAM = 120 (provisioned but not accessed)
Nr-hot-regions CXL = 40
Access pattern = random
Access granularity = 4096
Delay b/n accesses = 0
Load/store ratio = 50l50s
THP used = no
Nr accesses = 42949672960
Nr repetitions = 1024
Hotness sources
---------------
NUMAB0 - Without NUMA Balancing in base case and with no source enabled
in the patched case. No migrations.
NUMAB2 - Existing hot page promotion for the base case and
use of hint faults as source in the patched case.
pgtscan - Klruscand (MGLRU based PTE A bit scanning) source
hwhints - IBS as source
Time taken (microseconds, lower is better)
----------------------------------------------
Source Base Patched Change
----------------------------------------------
NUMAB0 63,036,030 64,441,675 +2.2%
NUMAB2 62,286,691 68,786,394 +10.4%(#)
pgtscan NA 68,702,226
hwhints NA 67,455,607
----------------------------------------------
Pages migrated (pgpromote_success)
----------------------------------------------
Source Base Patched
----------------------------------------------
NUMAB0 0 0
NUMAB2 82134(*) 0(#)
pgtscan NA 6,561,136
hwhints NA 3,293($)
----------------------------------------------
(#) Unlike base NUMAB2, pghot migrates after 2 accesses.
Getting two successive accesses within the observation window is hard with
NUMA hint faults. The default sysctl_numa_balancing_scan_size of 256MB is
too less to obtain significant number of hint faults.
(*) High run-to-run variation, so the average isn't really representative.
Hint fault latency comes out higher than the default 1s threshold
mostly, preventing migrations.
($) Sampling limitation
Pages demoted (pgdemote_kswapd+pgdemote_direct)
(This data is not really a comparision point but just providing
these numbers to show that the workload results in both promotion
and demotion)
----------------------------------------------
Source Base Patched
----------------------------------------------
NUMAB0 5,222,366 5,341,502
NUMAB2 5,256,310 5,325,845
pgtscan NA 5,317,709
hwhints NA 5,287,091
----------------------------------------------
Promotion candidate pages (pgpromote_candidate)
----------------------------------------------
Source Base Patched
----------------------------------------------
NUMAB0 0 0
NUMAB2 82,848 0
pgtscan NA 0
hwhints NA 0
----------------------------------------------
Non-rate limited Promotion candidate pages (pgpromote_candidate_nrl)
----------------------------------------------
Source Base Patched
----------------------------------------------
NUMAB0 0 0
NUMAB2 0 0
pgtscan NA 6,561,147
hwhints NA 3,292
----------------------------------------------
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