2018-03-22 02:22:27 +07:00
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.. _ksm:
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=======================
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Kernel Samepage Merging
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=======================
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2009-09-22 07:02:24 +07:00
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2018-04-24 13:40:23 +07:00
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Overview
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========
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2009-09-22 07:02:24 +07:00
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KSM is a memory-saving de-duplication feature, enabled by CONFIG_KSM=y,
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2018-03-22 02:22:27 +07:00
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added to the Linux kernel in 2.6.32. See ``mm/ksm.c`` for its implementation,
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2009-09-22 07:02:24 +07:00
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and http://lwn.net/Articles/306704/ and http://lwn.net/Articles/330589/
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KSM was originally developed for use with KVM (where it was known as
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Kernel Shared Memory), to fit more virtual machines into physical memory,
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by sharing the data common between them. But it can be useful to any
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application which generates many instances of the same data.
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2018-04-24 13:40:23 +07:00
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The KSM daemon ksmd periodically scans those areas of user memory
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which have been registered with it, looking for pages of identical
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content which can be replaced by a single write-protected page (which
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is automatically copied if a process later wants to update its
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content). The amount of pages that KSM daemon scans in a single pass
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and the time between the passes are configured using :ref:`sysfs
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intraface <ksm_sysfs>`
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2009-09-22 07:02:24 +07:00
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KSM only merges anonymous (private) pages, never pagecache (file) pages.
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2009-12-15 08:59:34 +07:00
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KSM's merged pages were originally locked into kernel memory, but can now
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be swapped out just like other user pages (but sharing is broken when they
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are swapped back in: ksmd must rediscover their identity and merge again).
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2009-09-22 07:02:24 +07:00
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2018-04-24 13:40:23 +07:00
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Controlling KSM with madvise
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============================
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2009-09-22 07:02:24 +07:00
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KSM only operates on those areas of address space which an application
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has advised to be likely candidates for merging, by using the madvise(2)
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2018-04-24 13:40:23 +07:00
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system call::
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int madvise(addr, length, MADV_MERGEABLE)
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The app may call
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::
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int madvise(addr, length, MADV_UNMERGEABLE)
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2009-09-22 07:02:24 +07:00
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2018-04-24 13:40:23 +07:00
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to cancel that advice and restore unshared pages: whereupon KSM
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unmerges whatever it merged in that range. Note: this unmerging call
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may suddenly require more memory than is available - possibly failing
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with EAGAIN, but more probably arousing the Out-Of-Memory killer.
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2009-09-22 07:02:24 +07:00
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If KSM is not configured into the running kernel, madvise MADV_MERGEABLE
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and MADV_UNMERGEABLE simply fail with EINVAL. If the running kernel was
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built with CONFIG_KSM=y, those calls will normally succeed: even if the
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the KSM daemon is not currently running, MADV_MERGEABLE still registers
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the range for whenever the KSM daemon is started; even if the range
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cannot contain any pages which KSM could actually merge; even if
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MADV_UNMERGEABLE is applied to a range which was never MADV_MERGEABLE.
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2017-02-25 05:58:47 +07:00
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If a region of memory must be split into at least one new MADV_MERGEABLE
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or MADV_UNMERGEABLE region, the madvise may return ENOMEM if the process
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2018-04-24 13:40:23 +07:00
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will exceed ``vm.max_map_count`` (see Documentation/sysctl/vm.txt).
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2017-02-25 05:58:47 +07:00
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2009-09-22 07:02:24 +07:00
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Like other madvise calls, they are intended for use on mapped areas of
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the user address space: they will report ENOMEM if the specified range
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includes unmapped gaps (though working on the intervening mapped areas),
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and might fail with EAGAIN if not enough memory for internal structures.
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Applications should be considerate in their use of MADV_MERGEABLE,
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2009-12-15 08:59:34 +07:00
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restricting its use to areas likely to benefit. KSM's scans may use a lot
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of processing power: some installations will disable KSM for that reason.
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2009-09-22 07:02:24 +07:00
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2018-04-24 13:40:23 +07:00
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.. _ksm_sysfs:
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KSM daemon sysfs interface
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==========================
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2018-03-22 02:22:27 +07:00
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The KSM daemon is controlled by sysfs files in ``/sys/kernel/mm/ksm/``,
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2009-09-22 07:02:24 +07:00
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readable by all but writable only by root:
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2018-03-22 02:22:27 +07:00
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pages_to_scan
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2018-04-24 13:40:23 +07:00
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how many pages to scan before ksmd goes to sleep
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e.g. ``echo 100 > /sys/kernel/mm/ksm/pages_to_scan``.
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Default: 100 (chosen for demonstration purposes)
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2018-03-22 02:22:27 +07:00
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sleep_millisecs
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how many milliseconds ksmd should sleep before next scan
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e.g. ``echo 20 > /sys/kernel/mm/ksm/sleep_millisecs``
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Default: 20 (chosen for demonstration purposes)
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2018-03-22 02:22:27 +07:00
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merge_across_nodes
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specifies if pages from different NUMA nodes can be merged.
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2018-03-22 02:22:27 +07:00
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When set to 0, ksm merges only pages which physically reside
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in the memory area of same NUMA node. That brings lower
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latency to access of shared pages. Systems with more nodes, at
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significant NUMA distances, are likely to benefit from the
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lower latency of setting 0. Smaller systems, which need to
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minimize memory usage, are likely to benefit from the greater
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sharing of setting 1 (default). You may wish to compare how
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your system performs under each setting, before deciding on
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2018-04-24 13:40:23 +07:00
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which to use. ``merge_across_nodes`` setting can be changed only
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when there are no ksm shared pages in the system: set run 2 to
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2018-03-22 02:22:27 +07:00
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unmerge pages first, then to 1 after changing
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``merge_across_nodes``, to remerge according to the new setting.
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2018-03-22 02:22:27 +07:00
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Default: 1 (merging across nodes as in earlier releases)
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run
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* set to 0 to stop ksmd from running but keep merged pages,
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* set to 1 to run ksmd e.g. ``echo 1 > /sys/kernel/mm/ksm/run``,
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* set to 2 to stop ksmd and unmerge all pages currently merged, but
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leave mergeable areas registered for next run.
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Default: 0 (must be changed to 1 to activate KSM, except if
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CONFIG_SYSFS is disabled)
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use_zero_pages
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specifies whether empty pages (i.e. allocated pages that only
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contain zeroes) should be treated specially. When set to 1,
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empty pages are merged with the kernel zero page(s) instead of
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with each other as it would happen normally. This can improve
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the performance on architectures with coloured zero pages,
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depending on the workload. Care should be taken when enabling
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this setting, as it can potentially degrade the performance of
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KSM for some workloads, for example if the checksums of pages
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candidate for merging match the checksum of an empty
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page. This setting can be changed at any time, it is only
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effective for pages merged after the change.
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Default: 0 (normal KSM behaviour as in earlier releases)
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max_page_sharing
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Maximum sharing allowed for each KSM page. This enforces a
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2018-04-24 13:40:25 +07:00
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deduplication limit to avoid high latency for virtual memory
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operations that involve traversal of the virtual mappings that
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share the KSM page. The minimum value is 2 as a newly created
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KSM page will have at least two sharers. The higher this value
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the faster KSM will merge the memory and the higher the
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deduplication factor will be, but the slower the worst case
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virtual mappings traversal could be for any given KSM
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page. Slowing down this traversal means there will be higher
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latency for certain virtual memory operations happening during
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swapping, compaction, NUMA balancing and page migration, in
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turn decreasing responsiveness for the caller of those virtual
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memory operations. The scheduler latency of other tasks not
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2018-04-24 13:40:25 +07:00
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involved with the VM operations doing the virtual mappings
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traversal is not affected by this parameter as these
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traversals are always schedule friendly themselves.
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2018-03-22 02:22:27 +07:00
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stable_node_chains_prune_millisecs
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specifies how frequently KSM checks the metadata of the pages
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that hit the deduplication limit for stale information.
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Smaller milllisecs values will free up the KSM metadata with
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lower latency, but they will make ksmd use more CPU during the
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scan. It's a noop if not a single KSM page hit the
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``max_page_sharing`` yet.
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2018-03-22 02:22:27 +07:00
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The effectiveness of KSM and MADV_MERGEABLE is shown in ``/sys/kernel/mm/ksm/``:
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pages_shared
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how many shared pages are being used
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pages_sharing
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how many more sites are sharing them i.e. how much saved
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pages_unshared
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how many pages unique but repeatedly checked for merging
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pages_volatile
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how many pages changing too fast to be placed in a tree
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full_scans
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how many times all mergeable areas have been scanned
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stable_node_chains
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the number of KSM pages that hit the ``max_page_sharing`` limit
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stable_node_dups
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2018-04-24 13:40:27 +07:00
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number of duplicated KSM pages
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ksm: introduce ksm_max_page_sharing per page deduplication limit
Without a max deduplication limit for each KSM page, the list of the
rmap_items associated to each stable_node can grow infinitely large.
During the rmap walk each entry can take up to ~10usec to process
because of IPIs for the TLB flushing (both for the primary MMU and the
secondary MMUs with the MMU notifier). With only 16GB of address space
shared in the same KSM page, that would amount to dozens of seconds of
kernel runtime.
A ~256 max deduplication factor will reduce the latencies of the rmap
walks on KSM pages to order of a few msec. Just doing the
cond_resched() during the rmap walks is not enough, the list size must
have a limit too, otherwise the caller could get blocked in (schedule
friendly) kernel computations for seconds, unexpectedly.
There's room for optimization to significantly reduce the IPI delivery
cost during the page_referenced(), but at least for page_migration in
the KSM case (used by hard NUMA bindings, compaction and NUMA balancing)
it may be inevitable to send lots of IPIs if each rmap_item->mm is
active on a different CPU and there are lots of CPUs. Even if we ignore
the IPI delivery cost, we've still to walk the whole KSM rmap list, so
we can't allow millions or billions (ulimited) number of entries in the
KSM stable_node rmap_item lists.
The limit is enforced efficiently by adding a second dimension to the
stable rbtree. So there are three types of stable_nodes: the regular
ones (identical as before, living in the first flat dimension of the
stable rbtree), the "chains" and the "dups".
Every "chain" and all "dups" linked into a "chain" enforce the invariant
that they represent the same write protected memory content, even if
each "dup" will be pointed by a different KSM page copy of that content.
This way the stable rbtree lookup computational complexity is unaffected
if compared to an unlimited max_sharing_limit. It is still enforced
that there cannot be KSM page content duplicates in the stable rbtree
itself.
Adding the second dimension to the stable rbtree only after the
max_page_sharing limit hits, provides for a zero memory footprint
increase on 64bit archs. The memory overhead of the per-KSM page
stable_tree and per virtual mapping rmap_item is unchanged. Only after
the max_page_sharing limit hits, we need to allocate a stable_tree
"chain" and rb_replace() the "regular" stable_node with the newly
allocated stable_node "chain". After that we simply add the "regular"
stable_node to the chain as a stable_node "dup" by linking hlist_dup in
the stable_node_chain->hlist. This way the "regular" (flat) stable_node
is converted to a stable_node "dup" living in the second dimension of
the stable rbtree.
During stable rbtree lookups the stable_node "chain" is identified as
stable_node->rmap_hlist_len == STABLE_NODE_CHAIN (aka
is_stable_node_chain()).
When dropping stable_nodes, the stable_node "dup" is identified as
stable_node->head == STABLE_NODE_DUP_HEAD (aka is_stable_node_dup()).
The STABLE_NODE_DUP_HEAD must be an unique valid pointer never used
elsewhere in any stable_node->head/node to avoid a clashes with the
stable_node->node.rb_parent_color pointer, and different from
&migrate_nodes. So the second field of &migrate_nodes is picked and
verified as always safe with a BUILD_BUG_ON in case the list_head
implementation changes in the future.
The STABLE_NODE_DUP is picked as a random negative value in
stable_node->rmap_hlist_len. rmap_hlist_len cannot become negative when
it's a "regular" stable_node or a stable_node "dup".
The stable_node_chain->nid is irrelevant. The stable_node_chain->kpfn
is aliased in a union with a time field used to rate limit the
stable_node_chain->hlist prunes.
The garbage collection of the stable_node_chain happens lazily during
stable rbtree lookups (as for all other kind of stable_nodes), or while
disabling KSM with "echo 2 >/sys/kernel/mm/ksm/run" while collecting the
entire stable rbtree.
While the "regular" stable_nodes and the stable_node "dups" must wait
for their underlying tree_page to be freed before they can be freed
themselves, the stable_node "chains" can be freed immediately if the
stable_node->hlist turns empty. This is because the "chains" are never
pointed by any page->mapping and they're effectively stable rbtree KSM
self contained metadata.
[akpm@linux-foundation.org: fix non-NUMA build]
Signed-off-by: Andrea Arcangeli <aarcange@redhat.com>
Tested-by: Petr Holasek <pholasek@redhat.com>
Cc: Hugh Dickins <hughd@google.com>
Cc: Davidlohr Bueso <dave@stgolabs.net>
Cc: Arjan van de Ven <arjan@linux.intel.com>
Cc: Evgheni Dereveanchin <ederevea@redhat.com>
Cc: Andrey Ryabinin <aryabinin@virtuozzo.com>
Cc: Gavin Guo <gavin.guo@canonical.com>
Cc: Jay Vosburgh <jay.vosburgh@canonical.com>
Cc: Mel Gorman <mgorman@techsingularity.net>
Signed-off-by: Andrew Morton <akpm@linux-foundation.org>
Signed-off-by: Linus Torvalds <torvalds@linux-foundation.org>
2017-07-07 05:36:55 +07:00
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2018-04-24 13:40:23 +07:00
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A high ratio of ``pages_sharing`` to ``pages_shared`` indicates good
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sharing, but a high ratio of ``pages_unshared`` to ``pages_sharing``
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indicates wasted effort. ``pages_volatile`` embraces several
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different kinds of activity, but a high proportion there would also
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indicate poor use of madvise MADV_MERGEABLE.
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2009-09-22 07:02:24 +07:00
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2018-04-24 13:40:23 +07:00
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The maximum possible ``pages_sharing/pages_shared`` ratio is limited by the
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``max_page_sharing`` tunable. To increase the ratio ``max_page_sharing`` must
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ksm: introduce ksm_max_page_sharing per page deduplication limit
Without a max deduplication limit for each KSM page, the list of the
rmap_items associated to each stable_node can grow infinitely large.
During the rmap walk each entry can take up to ~10usec to process
because of IPIs for the TLB flushing (both for the primary MMU and the
secondary MMUs with the MMU notifier). With only 16GB of address space
shared in the same KSM page, that would amount to dozens of seconds of
kernel runtime.
A ~256 max deduplication factor will reduce the latencies of the rmap
walks on KSM pages to order of a few msec. Just doing the
cond_resched() during the rmap walks is not enough, the list size must
have a limit too, otherwise the caller could get blocked in (schedule
friendly) kernel computations for seconds, unexpectedly.
There's room for optimization to significantly reduce the IPI delivery
cost during the page_referenced(), but at least for page_migration in
the KSM case (used by hard NUMA bindings, compaction and NUMA balancing)
it may be inevitable to send lots of IPIs if each rmap_item->mm is
active on a different CPU and there are lots of CPUs. Even if we ignore
the IPI delivery cost, we've still to walk the whole KSM rmap list, so
we can't allow millions or billions (ulimited) number of entries in the
KSM stable_node rmap_item lists.
The limit is enforced efficiently by adding a second dimension to the
stable rbtree. So there are three types of stable_nodes: the regular
ones (identical as before, living in the first flat dimension of the
stable rbtree), the "chains" and the "dups".
Every "chain" and all "dups" linked into a "chain" enforce the invariant
that they represent the same write protected memory content, even if
each "dup" will be pointed by a different KSM page copy of that content.
This way the stable rbtree lookup computational complexity is unaffected
if compared to an unlimited max_sharing_limit. It is still enforced
that there cannot be KSM page content duplicates in the stable rbtree
itself.
Adding the second dimension to the stable rbtree only after the
max_page_sharing limit hits, provides for a zero memory footprint
increase on 64bit archs. The memory overhead of the per-KSM page
stable_tree and per virtual mapping rmap_item is unchanged. Only after
the max_page_sharing limit hits, we need to allocate a stable_tree
"chain" and rb_replace() the "regular" stable_node with the newly
allocated stable_node "chain". After that we simply add the "regular"
stable_node to the chain as a stable_node "dup" by linking hlist_dup in
the stable_node_chain->hlist. This way the "regular" (flat) stable_node
is converted to a stable_node "dup" living in the second dimension of
the stable rbtree.
During stable rbtree lookups the stable_node "chain" is identified as
stable_node->rmap_hlist_len == STABLE_NODE_CHAIN (aka
is_stable_node_chain()).
When dropping stable_nodes, the stable_node "dup" is identified as
stable_node->head == STABLE_NODE_DUP_HEAD (aka is_stable_node_dup()).
The STABLE_NODE_DUP_HEAD must be an unique valid pointer never used
elsewhere in any stable_node->head/node to avoid a clashes with the
stable_node->node.rb_parent_color pointer, and different from
&migrate_nodes. So the second field of &migrate_nodes is picked and
verified as always safe with a BUILD_BUG_ON in case the list_head
implementation changes in the future.
The STABLE_NODE_DUP is picked as a random negative value in
stable_node->rmap_hlist_len. rmap_hlist_len cannot become negative when
it's a "regular" stable_node or a stable_node "dup".
The stable_node_chain->nid is irrelevant. The stable_node_chain->kpfn
is aliased in a union with a time field used to rate limit the
stable_node_chain->hlist prunes.
The garbage collection of the stable_node_chain happens lazily during
stable rbtree lookups (as for all other kind of stable_nodes), or while
disabling KSM with "echo 2 >/sys/kernel/mm/ksm/run" while collecting the
entire stable rbtree.
While the "regular" stable_nodes and the stable_node "dups" must wait
for their underlying tree_page to be freed before they can be freed
themselves, the stable_node "chains" can be freed immediately if the
stable_node->hlist turns empty. This is because the "chains" are never
pointed by any page->mapping and they're effectively stable rbtree KSM
self contained metadata.
[akpm@linux-foundation.org: fix non-NUMA build]
Signed-off-by: Andrea Arcangeli <aarcange@redhat.com>
Tested-by: Petr Holasek <pholasek@redhat.com>
Cc: Hugh Dickins <hughd@google.com>
Cc: Davidlohr Bueso <dave@stgolabs.net>
Cc: Arjan van de Ven <arjan@linux.intel.com>
Cc: Evgheni Dereveanchin <ederevea@redhat.com>
Cc: Andrey Ryabinin <aryabinin@virtuozzo.com>
Cc: Gavin Guo <gavin.guo@canonical.com>
Cc: Jay Vosburgh <jay.vosburgh@canonical.com>
Cc: Mel Gorman <mgorman@techsingularity.net>
Signed-off-by: Andrew Morton <akpm@linux-foundation.org>
Signed-off-by: Linus Torvalds <torvalds@linux-foundation.org>
2017-07-07 05:36:55 +07:00
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be increased accordingly.
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2018-04-24 13:40:24 +07:00
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Design
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======
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Overview
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--------
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.. kernel-doc:: mm/ksm.c
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:DOC: Overview
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Reverse mapping
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---------------
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KSM maintains reverse mapping information for KSM pages in the stable
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tree.
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If a KSM page is shared between less than ``max_page_sharing`` VMAs,
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the node of the stable tree that represents such KSM page points to a
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list of :c:type:`struct rmap_item` and the ``page->mapping`` of the
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KSM page points to the stable tree node.
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When the sharing passes this threshold, KSM adds a second dimension to
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the stable tree. The tree node becomes a "chain" that links one or
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more "dups". Each "dup" keeps reverse mapping information for a KSM
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page with ``page->mapping`` pointing to that "dup".
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Every "chain" and all "dups" linked into a "chain" enforce the
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invariant that they represent the same write protected memory content,
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even if each "dup" will be pointed by a different KSM page copy of
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that content.
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This way the stable tree lookup computational complexity is unaffected
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if compared to an unlimited list of reverse mappings. It is still
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enforced that there cannot be KSM page content duplicates in the
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stable tree itself.
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2018-04-24 13:40:25 +07:00
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The deduplication limit enforced by ``max_page_sharing`` is required
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to avoid the virtual memory rmap lists to grow too large. The rmap
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walk has O(N) complexity where N is the number of rmap_items
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(i.e. virtual mappings) that are sharing the page, which is in turn
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capped by ``max_page_sharing``. So this effectively spreads the linear
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O(N) computational complexity from rmap walk context over different
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KSM pages. The ksmd walk over the stable_node "chains" is also O(N),
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but N is the number of stable_node "dups", not the number of
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rmap_items, so it has not a significant impact on ksmd performance. In
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practice the best stable_node "dup" candidate will be kept and found
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at the head of the "dups" list.
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High values of ``max_page_sharing`` result in faster memory merging
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(because there will be fewer stable_node dups queued into the
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stable_node chain->hlist to check for pruning) and higher
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deduplication factor at the expense of slower worst case for rmap
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walks for any KSM page which can happen during swapping, compaction,
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NUMA balancing and page migration.
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2018-04-24 13:40:27 +07:00
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The ``stable_node_dups/stable_node_chains`` ratio is also affected by the
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``max_page_sharing`` tunable, and an high ratio may indicate fragmentation
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in the stable_node dups, which could be solved by introducing
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fragmentation algorithms in ksmd which would refile rmap_items from
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one stable_node dup to another stable_node dup, in order to free up
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stable_node "dups" with few rmap_items in them, but that may increase
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the ksmd CPU usage and possibly slowdown the readonly computations on
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the KSM pages of the applications.
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2018-04-24 13:40:26 +07:00
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The whole list of stable_node "dups" linked in the stable_node
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"chains" is scanned periodically in order to prune stale stable_nodes.
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The frequency of such scans is defined by
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``stable_node_chains_prune_millisecs`` sysfs tunable.
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2018-04-24 13:40:24 +07:00
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Reference
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---------
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.. kernel-doc:: mm/ksm.c
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:functions: mm_slot ksm_scan stable_node rmap_item
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2018-04-24 13:40:23 +07:00
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--
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2009-09-22 07:02:24 +07:00
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Izik Eidus,
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2009-12-15 08:59:34 +07:00
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Hugh Dickins, 17 Nov 2009
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