~ [ source navigation ] ~ [ diff markup ] ~ [ identifier search ] ~

TOMOYO Linux Cross Reference
Linux/Documentation/admin-guide/mm/hugetlbpage.rst

Version: ~ [ linux-6.12-rc7 ] ~ [ linux-6.11.7 ] ~ [ linux-6.10.14 ] ~ [ linux-6.9.12 ] ~ [ linux-6.8.12 ] ~ [ linux-6.7.12 ] ~ [ linux-6.6.60 ] ~ [ linux-6.5.13 ] ~ [ linux-6.4.16 ] ~ [ linux-6.3.13 ] ~ [ linux-6.2.16 ] ~ [ linux-6.1.116 ] ~ [ linux-6.0.19 ] ~ [ linux-5.19.17 ] ~ [ linux-5.18.19 ] ~ [ linux-5.17.15 ] ~ [ linux-5.16.20 ] ~ [ linux-5.15.171 ] ~ [ linux-5.14.21 ] ~ [ linux-5.13.19 ] ~ [ linux-5.12.19 ] ~ [ linux-5.11.22 ] ~ [ linux-5.10.229 ] ~ [ linux-5.9.16 ] ~ [ linux-5.8.18 ] ~ [ linux-5.7.19 ] ~ [ linux-5.6.19 ] ~ [ linux-5.5.19 ] ~ [ linux-5.4.285 ] ~ [ linux-5.3.18 ] ~ [ linux-5.2.21 ] ~ [ linux-5.1.21 ] ~ [ linux-5.0.21 ] ~ [ linux-4.20.17 ] ~ [ linux-4.19.323 ] ~ [ linux-4.18.20 ] ~ [ linux-4.17.19 ] ~ [ linux-4.16.18 ] ~ [ linux-4.15.18 ] ~ [ linux-4.14.336 ] ~ [ linux-4.13.16 ] ~ [ linux-4.12.14 ] ~ [ linux-4.11.12 ] ~ [ linux-4.10.17 ] ~ [ linux-4.9.337 ] ~ [ linux-4.4.302 ] ~ [ linux-3.10.108 ] ~ [ linux-2.6.32.71 ] ~ [ linux-2.6.0 ] ~ [ linux-2.4.37.11 ] ~ [ unix-v6-master ] ~ [ ccs-tools-1.8.12 ] ~ [ policy-sample ] ~
Architecture: ~ [ i386 ] ~ [ alpha ] ~ [ m68k ] ~ [ mips ] ~ [ ppc ] ~ [ sparc ] ~ [ sparc64 ] ~

  1 =============
  2 HugeTLB Pages
  3 =============
  4 
  5 Overview
  6 ========
  7 
  8 The intent of this file is to give a brief summary of hugetlbpage support in
  9 the Linux kernel.  This support is built on top of multiple page size support
 10 that is provided by most modern architectures.  For example, x86 CPUs normally
 11 support 4K and 2M (1G if architecturally supported) page sizes, ia64
 12 architecture supports multiple page sizes 4K, 8K, 64K, 256K, 1M, 4M, 16M,
 13 256M and ppc64 supports 4K and 16M.  A TLB is a cache of virtual-to-physical
 14 translations.  Typically this is a very scarce resource on processor.
 15 Operating systems try to make best use of limited number of TLB resources.
 16 This optimization is more critical now as bigger and bigger physical memories
 17 (several GBs) are more readily available.
 18 
 19 Users can use the huge page support in Linux kernel by either using the mmap
 20 system call or standard SYSV shared memory system calls (shmget, shmat).
 21 
 22 First the Linux kernel needs to be built with the CONFIG_HUGETLBFS
 23 (present under "File systems") and CONFIG_HUGETLB_PAGE (selected
 24 automatically when CONFIG_HUGETLBFS is selected) configuration
 25 options.
 26 
 27 The ``/proc/meminfo`` file provides information about the total number of
 28 persistent hugetlb pages in the kernel's huge page pool.  It also displays
 29 default huge page size and information about the number of free, reserved
 30 and surplus huge pages in the pool of huge pages of default size.
 31 The huge page size is needed for generating the proper alignment and
 32 size of the arguments to system calls that map huge page regions.
 33 
 34 The output of ``cat /proc/meminfo`` will include lines like::
 35 
 36         HugePages_Total: uuu
 37         HugePages_Free:  vvv
 38         HugePages_Rsvd:  www
 39         HugePages_Surp:  xxx
 40         Hugepagesize:    yyy kB
 41         Hugetlb:         zzz kB
 42 
 43 where:
 44 
 45 HugePages_Total
 46         is the size of the pool of huge pages.
 47 HugePages_Free
 48         is the number of huge pages in the pool that are not yet
 49         allocated.
 50 HugePages_Rsvd
 51         is short for "reserved," and is the number of huge pages for
 52         which a commitment to allocate from the pool has been made,
 53         but no allocation has yet been made.  Reserved huge pages
 54         guarantee that an application will be able to allocate a
 55         huge page from the pool of huge pages at fault time.
 56 HugePages_Surp
 57         is short for "surplus," and is the number of huge pages in
 58         the pool above the value in ``/proc/sys/vm/nr_hugepages``. The
 59         maximum number of surplus huge pages is controlled by
 60         ``/proc/sys/vm/nr_overcommit_hugepages``.
 61         Note: When the feature of freeing unused vmemmap pages associated
 62         with each hugetlb page is enabled, the number of surplus huge pages
 63         may be temporarily larger than the maximum number of surplus huge
 64         pages when the system is under memory pressure.
 65 Hugepagesize
 66         is the default hugepage size (in kB).
 67 Hugetlb
 68         is the total amount of memory (in kB), consumed by huge
 69         pages of all sizes.
 70         If huge pages of different sizes are in use, this number
 71         will exceed HugePages_Total \* Hugepagesize. To get more
 72         detailed information, please, refer to
 73         ``/sys/kernel/mm/hugepages`` (described below).
 74 
 75 
 76 ``/proc/filesystems`` should also show a filesystem of type "hugetlbfs"
 77 configured in the kernel.
 78 
 79 ``/proc/sys/vm/nr_hugepages`` indicates the current number of "persistent" huge
 80 pages in the kernel's huge page pool.  "Persistent" huge pages will be
 81 returned to the huge page pool when freed by a task.  A user with root
 82 privileges can dynamically allocate more or free some persistent huge pages
 83 by increasing or decreasing the value of ``nr_hugepages``.
 84 
 85 Note: When the feature of freeing unused vmemmap pages associated with each
 86 hugetlb page is enabled, we can fail to free the huge pages triggered by
 87 the user when the system is under memory pressure.  Please try again later.
 88 
 89 Pages that are used as huge pages are reserved inside the kernel and cannot
 90 be used for other purposes.  Huge pages cannot be swapped out under
 91 memory pressure.
 92 
 93 Once a number of huge pages have been pre-allocated to the kernel huge page
 94 pool, a user with appropriate privilege can use either the mmap system call
 95 or shared memory system calls to use the huge pages.  See the discussion of
 96 :ref:`Using Huge Pages <using_huge_pages>`, below.
 97 
 98 The administrator can allocate persistent huge pages on the kernel boot
 99 command line by specifying the "hugepages=N" parameter, where 'N' = the
100 number of huge pages requested.  This is the most reliable method of
101 allocating huge pages as memory has not yet become fragmented.
102 
103 Some platforms support multiple huge page sizes.  To allocate huge pages
104 of a specific size, one must precede the huge pages boot command parameters
105 with a huge page size selection parameter "hugepagesz=<size>".  <size> must
106 be specified in bytes with optional scale suffix [kKmMgG].  The default huge
107 page size may be selected with the "default_hugepagesz=<size>" boot parameter.
108 
109 Hugetlb boot command line parameter semantics
110 
111 hugepagesz
112         Specify a huge page size.  Used in conjunction with hugepages
113         parameter to preallocate a number of huge pages of the specified
114         size.  Hence, hugepagesz and hugepages are typically specified in
115         pairs such as::
116 
117                 hugepagesz=2M hugepages=512
118 
119         hugepagesz can only be specified once on the command line for a
120         specific huge page size.  Valid huge page sizes are architecture
121         dependent.
122 hugepages
123         Specify the number of huge pages to preallocate.  This typically
124         follows a valid hugepagesz or default_hugepagesz parameter.  However,
125         if hugepages is the first or only hugetlb command line parameter it
126         implicitly specifies the number of huge pages of default size to
127         allocate.  If the number of huge pages of default size is implicitly
128         specified, it can not be overwritten by a hugepagesz,hugepages
129         parameter pair for the default size.  This parameter also has a
130         node format.  The node format specifies the number of huge pages
131         to allocate on specific nodes.
132 
133         For example, on an architecture with 2M default huge page size::
134 
135                 hugepages=256 hugepagesz=2M hugepages=512
136 
137         will result in 256 2M huge pages being allocated and a warning message
138         indicating that the hugepages=512 parameter is ignored.  If a hugepages
139         parameter is preceded by an invalid hugepagesz parameter, it will
140         be ignored.
141 
142         Node format example::
143 
144                 hugepagesz=2M hugepages=0:1,1:2
145 
146         It will allocate 1 2M hugepage on node0 and 2 2M hugepages on node1.
147         If the node number is invalid,  the parameter will be ignored.
148 
149 default_hugepagesz
150         Specify the default huge page size.  This parameter can
151         only be specified once on the command line.  default_hugepagesz can
152         optionally be followed by the hugepages parameter to preallocate a
153         specific number of huge pages of default size.  The number of default
154         sized huge pages to preallocate can also be implicitly specified as
155         mentioned in the hugepages section above.  Therefore, on an
156         architecture with 2M default huge page size::
157 
158                 hugepages=256
159                 default_hugepagesz=2M hugepages=256
160                 hugepages=256 default_hugepagesz=2M
161 
162         will all result in 256 2M huge pages being allocated.  Valid default
163         huge page size is architecture dependent.
164 hugetlb_free_vmemmap
165         When CONFIG_HUGETLB_PAGE_OPTIMIZE_VMEMMAP is set, this enables HugeTLB
166         Vmemmap Optimization (HVO).
167 
168 When multiple huge page sizes are supported, ``/proc/sys/vm/nr_hugepages``
169 indicates the current number of pre-allocated huge pages of the default size.
170 Thus, one can use the following command to dynamically allocate/deallocate
171 default sized persistent huge pages::
172 
173         echo 20 > /proc/sys/vm/nr_hugepages
174 
175 This command will try to adjust the number of default sized huge pages in the
176 huge page pool to 20, allocating or freeing huge pages, as required.
177 
178 On a NUMA platform, the kernel will attempt to distribute the huge page pool
179 over all the set of allowed nodes specified by the NUMA memory policy of the
180 task that modifies ``nr_hugepages``. The default for the allowed nodes--when the
181 task has default memory policy--is all on-line nodes with memory.  Allowed
182 nodes with insufficient available, contiguous memory for a huge page will be
183 silently skipped when allocating persistent huge pages.  See the
184 :ref:`discussion below <mem_policy_and_hp_alloc>`
185 of the interaction of task memory policy, cpusets and per node attributes
186 with the allocation and freeing of persistent huge pages.
187 
188 The success or failure of huge page allocation depends on the amount of
189 physically contiguous memory that is present in system at the time of the
190 allocation attempt.  If the kernel is unable to allocate huge pages from
191 some nodes in a NUMA system, it will attempt to make up the difference by
192 allocating extra pages on other nodes with sufficient available contiguous
193 memory, if any.
194 
195 System administrators may want to put this command in one of the local rc
196 init files.  This will enable the kernel to allocate huge pages early in
197 the boot process when the possibility of getting physical contiguous pages
198 is still very high.  Administrators can verify the number of huge pages
199 actually allocated by checking the sysctl or meminfo.  To check the per node
200 distribution of huge pages in a NUMA system, use::
201 
202         cat /sys/devices/system/node/node*/meminfo | fgrep Huge
203 
204 ``/proc/sys/vm/nr_overcommit_hugepages`` specifies how large the pool of
205 huge pages can grow, if more huge pages than ``/proc/sys/vm/nr_hugepages`` are
206 requested by applications.  Writing any non-zero value into this file
207 indicates that the hugetlb subsystem is allowed to try to obtain that
208 number of "surplus" huge pages from the kernel's normal page pool, when the
209 persistent huge page pool is exhausted. As these surplus huge pages become
210 unused, they are freed back to the kernel's normal page pool.
211 
212 When increasing the huge page pool size via ``nr_hugepages``, any existing
213 surplus pages will first be promoted to persistent huge pages.  Then, additional
214 huge pages will be allocated, if necessary and if possible, to fulfill
215 the new persistent huge page pool size.
216 
217 The administrator may shrink the pool of persistent huge pages for
218 the default huge page size by setting the ``nr_hugepages`` sysctl to a
219 smaller value.  The kernel will attempt to balance the freeing of huge pages
220 across all nodes in the memory policy of the task modifying ``nr_hugepages``.
221 Any free huge pages on the selected nodes will be freed back to the kernel's
222 normal page pool.
223 
224 Caveat: Shrinking the persistent huge page pool via ``nr_hugepages`` such that
225 it becomes less than the number of huge pages in use will convert the balance
226 of the in-use huge pages to surplus huge pages.  This will occur even if
227 the number of surplus pages would exceed the overcommit value.  As long as
228 this condition holds--that is, until ``nr_hugepages+nr_overcommit_hugepages`` is
229 increased sufficiently, or the surplus huge pages go out of use and are freed--
230 no more surplus huge pages will be allowed to be allocated.
231 
232 With support for multiple huge page pools at run-time available, much of
233 the huge page userspace interface in ``/proc/sys/vm`` has been duplicated in
234 sysfs.
235 The ``/proc`` interfaces discussed above have been retained for backwards
236 compatibility. The root huge page control directory in sysfs is::
237 
238         /sys/kernel/mm/hugepages
239 
240 For each huge page size supported by the running kernel, a subdirectory
241 will exist, of the form::
242 
243         hugepages-${size}kB
244 
245 Inside each of these directories, the set of files contained in ``/proc``
246 will exist.  In addition, two additional interfaces for demoting huge
247 pages may exist::
248 
249         demote
250         demote_size
251         nr_hugepages
252         nr_hugepages_mempolicy
253         nr_overcommit_hugepages
254         free_hugepages
255         resv_hugepages
256         surplus_hugepages
257 
258 The demote interfaces provide the ability to split a huge page into
259 smaller huge pages.  For example, the x86 architecture supports both
260 1GB and 2MB huge pages sizes.  A 1GB huge page can be split into 512
261 2MB huge pages.  Demote interfaces are not available for the smallest
262 huge page size.  The demote interfaces are:
263 
264 demote_size
265         is the size of demoted pages.  When a page is demoted a corresponding
266         number of huge pages of demote_size will be created.  By default,
267         demote_size is set to the next smaller huge page size.  If there are
268         multiple smaller huge page sizes, demote_size can be set to any of
269         these smaller sizes.  Only huge page sizes less than the current huge
270         pages size are allowed.
271 
272 demote
273         is used to demote a number of huge pages.  A user with root privileges
274         can write to this file.  It may not be possible to demote the
275         requested number of huge pages.  To determine how many pages were
276         actually demoted, compare the value of nr_hugepages before and after
277         writing to the demote interface.  demote is a write only interface.
278 
279 The interfaces which are the same as in ``/proc`` (all except demote and
280 demote_size) function as described above for the default huge page-sized case.
281 
282 .. _mem_policy_and_hp_alloc:
283 
284 Interaction of Task Memory Policy with Huge Page Allocation/Freeing
285 ===================================================================
286 
287 Whether huge pages are allocated and freed via the ``/proc`` interface or
288 the ``/sysfs`` interface using the ``nr_hugepages_mempolicy`` attribute, the
289 NUMA nodes from which huge pages are allocated or freed are controlled by the
290 NUMA memory policy of the task that modifies the ``nr_hugepages_mempolicy``
291 sysctl or attribute.  When the ``nr_hugepages`` attribute is used, mempolicy
292 is ignored.
293 
294 The recommended method to allocate or free huge pages to/from the kernel
295 huge page pool, using the ``nr_hugepages`` example above, is::
296 
297     numactl --interleave <node-list> echo 20 \
298                                 >/proc/sys/vm/nr_hugepages_mempolicy
299 
300 or, more succinctly::
301 
302     numactl -m <node-list> echo 20 >/proc/sys/vm/nr_hugepages_mempolicy
303 
304 This will allocate or free ``abs(20 - nr_hugepages)`` to or from the nodes
305 specified in <node-list>, depending on whether number of persistent huge pages
306 is initially less than or greater than 20, respectively.  No huge pages will be
307 allocated nor freed on any node not included in the specified <node-list>.
308 
309 When adjusting the persistent hugepage count via ``nr_hugepages_mempolicy``, any
310 memory policy mode--bind, preferred, local or interleave--may be used.  The
311 resulting effect on persistent huge page allocation is as follows:
312 
313 #. Regardless of mempolicy mode [see
314    Documentation/admin-guide/mm/numa_memory_policy.rst],
315    persistent huge pages will be distributed across the node or nodes
316    specified in the mempolicy as if "interleave" had been specified.
317    However, if a node in the policy does not contain sufficient contiguous
318    memory for a huge page, the allocation will not "fallback" to the nearest
319    neighbor node with sufficient contiguous memory.  To do this would cause
320    undesirable imbalance in the distribution of the huge page pool, or
321    possibly, allocation of persistent huge pages on nodes not allowed by
322    the task's memory policy.
323 
324 #. One or more nodes may be specified with the bind or interleave policy.
325    If more than one node is specified with the preferred policy, only the
326    lowest numeric id will be used.  Local policy will select the node where
327    the task is running at the time the nodes_allowed mask is constructed.
328    For local policy to be deterministic, the task must be bound to a cpu or
329    cpus in a single node.  Otherwise, the task could be migrated to some
330    other node at any time after launch and the resulting node will be
331    indeterminate.  Thus, local policy is not very useful for this purpose.
332    Any of the other mempolicy modes may be used to specify a single node.
333 
334 #. The nodes allowed mask will be derived from any non-default task mempolicy,
335    whether this policy was set explicitly by the task itself or one of its
336    ancestors, such as numactl.  This means that if the task is invoked from a
337    shell with non-default policy, that policy will be used.  One can specify a
338    node list of "all" with numactl --interleave or --membind [-m] to achieve
339    interleaving over all nodes in the system or cpuset.
340 
341 #. Any task mempolicy specified--e.g., using numactl--will be constrained by
342    the resource limits of any cpuset in which the task runs.  Thus, there will
343    be no way for a task with non-default policy running in a cpuset with a
344    subset of the system nodes to allocate huge pages outside the cpuset
345    without first moving to a cpuset that contains all of the desired nodes.
346 
347 #. Boot-time huge page allocation attempts to distribute the requested number
348    of huge pages over all on-lines nodes with memory.
349 
350 Per Node Hugepages Attributes
351 =============================
352 
353 A subset of the contents of the root huge page control directory in sysfs,
354 described above, will be replicated under each the system device of each
355 NUMA node with memory in::
356 
357         /sys/devices/system/node/node[0-9]*/hugepages/
358 
359 Under this directory, the subdirectory for each supported huge page size
360 contains the following attribute files::
361 
362         nr_hugepages
363         free_hugepages
364         surplus_hugepages
365 
366 The free\_' and surplus\_' attribute files are read-only.  They return the number
367 of free and surplus [overcommitted] huge pages, respectively, on the parent
368 node.
369 
370 The ``nr_hugepages`` attribute returns the total number of huge pages on the
371 specified node.  When this attribute is written, the number of persistent huge
372 pages on the parent node will be adjusted to the specified value, if sufficient
373 resources exist, regardless of the task's mempolicy or cpuset constraints.
374 
375 Note that the number of overcommit and reserve pages remain global quantities,
376 as we don't know until fault time, when the faulting task's mempolicy is
377 applied, from which node the huge page allocation will be attempted.
378 
379 The hugetlb may be migrated between the per-node hugepages pool in the following
380 scenarios: memory offline, memory failure, longterm pinning, syscalls(mbind,
381 migrate_pages and move_pages), alloc_contig_range() and alloc_contig_pages().
382 Now only memory offline, memory failure and syscalls allow fallbacking to allocate
383 a new hugetlb on a different node if the current node is unable to allocate during
384 hugetlb migration, that means these 3 cases can break the per-node hugepages pool.
385 
386 .. _using_huge_pages:
387 
388 Using Huge Pages
389 ================
390 
391 If the user applications are going to request huge pages using mmap system
392 call, then it is required that system administrator mount a file system of
393 type hugetlbfs::
394 
395   mount -t hugetlbfs \
396         -o uid=<value>,gid=<value>,mode=<value>,pagesize=<value>,size=<value>,\
397         min_size=<value>,nr_inodes=<value> none /mnt/huge
398 
399 This command mounts a (pseudo) filesystem of type hugetlbfs on the directory
400 ``/mnt/huge``.  Any file created on ``/mnt/huge`` uses huge pages.
401 
402 The ``uid`` and ``gid`` options sets the owner and group of the root of the
403 file system.  By default the ``uid`` and ``gid`` of the current process
404 are taken.
405 
406 The ``mode`` option sets the mode of root of file system to value & 01777.
407 This value is given in octal. By default the value 0755 is picked.
408 
409 If the platform supports multiple huge page sizes, the ``pagesize`` option can
410 be used to specify the huge page size and associated pool. ``pagesize``
411 is specified in bytes. If ``pagesize`` is not specified the platform's
412 default huge page size and associated pool will be used.
413 
414 The ``size`` option sets the maximum value of memory (huge pages) allowed
415 for that filesystem (``/mnt/huge``). The ``size`` option can be specified
416 in bytes, or as a percentage of the specified huge page pool (``nr_hugepages``).
417 The size is rounded down to HPAGE_SIZE boundary.
418 
419 The ``min_size`` option sets the minimum value of memory (huge pages) allowed
420 for the filesystem. ``min_size`` can be specified in the same way as ``size``,
421 either bytes or a percentage of the huge page pool.
422 At mount time, the number of huge pages specified by ``min_size`` are reserved
423 for use by the filesystem.
424 If there are not enough free huge pages available, the mount will fail.
425 As huge pages are allocated to the filesystem and freed, the reserve count
426 is adjusted so that the sum of allocated and reserved huge pages is always
427 at least ``min_size``.
428 
429 The option ``nr_inodes`` sets the maximum number of inodes that ``/mnt/huge``
430 can use.
431 
432 If the ``size``, ``min_size`` or ``nr_inodes`` option is not provided on
433 command line then no limits are set.
434 
435 For ``pagesize``, ``size``, ``min_size`` and ``nr_inodes`` options, you can
436 use [G|g]/[M|m]/[K|k] to represent giga/mega/kilo.
437 For example, size=2K has the same meaning as size=2048.
438 
439 While read system calls are supported on files that reside on hugetlb
440 file systems, write system calls are not.
441 
442 Regular chown, chgrp, and chmod commands (with right permissions) could be
443 used to change the file attributes on hugetlbfs.
444 
445 Also, it is important to note that no such mount command is required if
446 applications are going to use only shmat/shmget system calls or mmap with
447 MAP_HUGETLB.  For an example of how to use mmap with MAP_HUGETLB see
448 :ref:`map_hugetlb <map_hugetlb>` below.
449 
450 Users who wish to use hugetlb memory via shared memory segment should be
451 members of a supplementary group and system admin needs to configure that gid
452 into ``/proc/sys/vm/hugetlb_shm_group``.  It is possible for same or different
453 applications to use any combination of mmaps and shm* calls, though the mount of
454 filesystem will be required for using mmap calls without MAP_HUGETLB.
455 
456 Syscalls that operate on memory backed by hugetlb pages only have their lengths
457 aligned to the native page size of the processor; they will normally fail with
458 errno set to EINVAL or exclude hugetlb pages that extend beyond the length if
459 not hugepage aligned.  For example, munmap(2) will fail if memory is backed by
460 a hugetlb page and the length is smaller than the hugepage size.
461 
462 
463 Examples
464 ========
465 
466 .. _map_hugetlb:
467 
468 ``map_hugetlb``
469         see tools/testing/selftests/mm/map_hugetlb.c
470 
471 ``hugepage-shm``
472         see tools/testing/selftests/mm/hugepage-shm.c
473 
474 ``hugepage-mmap``
475         see tools/testing/selftests/mm/hugepage-mmap.c
476 
477 The `libhugetlbfs`_  library provides a wide range of userspace tools
478 to help with huge page usability, environment setup, and control.
479 
480 .. _libhugetlbfs: https://github.com/libhugetlbfs/libhugetlbfs

~ [ source navigation ] ~ [ diff markup ] ~ [ identifier search ] ~

kernel.org | git.kernel.org | LWN.net | Project Home | SVN repository | Mail admin

Linux® is a registered trademark of Linus Torvalds in the United States and other countries.
TOMOYO® is a registered trademark of NTT DATA CORPORATION.

sflogo.php