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.. SPDX-License-Identifier: GPL-2.0
================
Perf ring buffer
================
.. CONTENTS
1. Introduction
2. Ring buffer implementation
2.1 Basic algorithm
2.2 Ring buffer for different tracing modes
2.2.1 Default mode
2.2.2 Per-thread mode
2.2.3 Per-CPU mode
2.2.4 System wide mode
2.3 Accessing buffer
2.3.1 Producer-consumer model
2.3.2 Properties of the ring buffers
2.3.3 Writing samples into buffer
2.3.4 Reading samples from buffer
2.3.5 Memory synchronization
3. The mechanism of AUX ring buffer
3.1 The relationship between AUX and regular ring buffers
3.2 AUX events
3.3 Snapshot mode
1. Introduction
===============
The ring buffer is a fundamental mechanism for data transfer. perf uses
ring buffers to transfer event data from kernel to user space, another
kind of ring buffer which is so called auxiliary (AUX) ring buffer also
plays an important role for hardware tracing with Intel PT, Arm
CoreSight, etc.
The ring buffer implementation is critical but it's also a very
challenging work. On the one hand, the kernel and perf tool in the user
space use the ring buffer to exchange data and stores data into data
file, thus the ring buffer needs to transfer data with high throughput;
on the other hand, the ring buffer management should avoid significant
overload to distract profiling results.
This documentation dives into the details for perf ring buffer with two
parts: firstly it explains the perf ring buffer implementation, then the
second part discusses the AUX ring buffer mechanism.
2. Ring buffer implementation
=============================
2.1 Basic algorithm
-------------------
That said, a typical ring buffer is managed by a head pointer and a tail
pointer; the head pointer is manipulated by a writer and the tail
pointer is updated by a reader respectively.
::
+---------------------------+
| | |***|***|***| | |
+---------------------------+
`-> Tail `-> Head
* : the data is filled by the writer.
Figure 1. Ring buffer
Perf uses the same way to manage its ring buffer. In the implementation
there are two key data structures held together in a set of consecutive
pages, the control structure and then the ring buffer itself. The page
with the control structure in is known as the "user page". Being held
in continuous virtual addresses simplifies locating the ring buffer
address, it is in the pages after the page with the user page.
The control structure is named as ``perf_event_mmap_page``, it contains a
head pointer ``data_head`` and a tail pointer ``data_tail``. When the
kernel starts to fill records into the ring buffer, it updates the head
pointer to reserve the memory so later it can safely store events into
the buffer. On the other side, when the user page is a writable mapping,
the perf tool has the permission to update the tail pointer after consuming
data from the ring buffer. Yet another case is for the user page's
read-only mapping, which is to be addressed in the section
:ref:`writing_samples_into_buffer`.
::
user page ring buffer
+---------+---------+ +---------------------------------------+
|data_head|data_tail|...| | |***|***|***|***|***| | | |
+---------+---------+ +---------------------------------------+
` `----------------^ ^
`----------------------------------------------|
* : the data is filled by the writer.
Figure 2. Perf ring buffer
When using the ``perf record`` tool, we can specify the ring buffer size
with option ``-m`` or ``--mmap-pages=``, the given size will be rounded up
to a power of two that is a multiple of a page size. Though the kernel
allocates at once for all memory pages, it's deferred to map the pages
to VMA area until the perf tool accesses the buffer from the user space.
In other words, at the first time accesses the buffer's page from user
space in the perf tool, a data abort exception for page fault is taken
and the kernel uses this occasion to map the page into process VMA
(see ``perf_mmap_fault()``), thus the perf tool can continue to access
the page after returning from the exception.
2.2 Ring buffer for different tracing modes
-------------------------------------------
The perf profiles programs with different modes: default mode, per thread
mode, per cpu mode, and system wide mode. This section describes these
modes and how the ring buffer meets requirements for them. At last we
will review the race conditions caused by these modes.
2.2.1 Default mode
^^^^^^^^^^^^^^^^^^
Usually we execute ``perf record`` command followed by a profiling program
name, like below command::
perf record test_program
This command doesn't specify any options for CPU and thread modes, the
perf tool applies the default mode on the perf event. It maps all the
CPUs in the system and the profiled program's PID on the perf event, and
it enables inheritance mode on the event so that child tasks inherits
the events. As a result, the perf event is attributed as::
evsel::cpus::map[] = { 0 .. _SC_NPROCESSORS_ONLN-1 }
evsel::threads::map[] = { pid }
evsel::attr::inherit = 1
These attributions finally will be reflected on the deployment of ring
buffers. As shown below, the perf tool allocates individual ring buffer
for each CPU, but it only enables events for the profiled program rather
than for all threads in the system. The *T1* thread represents the
thread context of the 'test_program', whereas *T2* and *T3* are irrelevant
threads in the system. The perf samples are exclusively collected for
the *T1* thread and stored in the ring buffer associated with the CPU on
which the *T1* thread is running.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
|
v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
|
v
+-----------------------------------------------------+
| Ring buffer 2 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
|
v
+-----------------------------------------------------+
| Ring buffer 3 |
+-----------------------------------------------------+
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 3. Ring buffer for default mode
2.2.2 Per-thread mode
^^^^^^^^^^^^^^^^^^^^^
By specifying option ``--per-thread`` in perf command, e.g.
::
perf record --per-thread test_program
The perf event doesn't map to any CPUs and is only bound to the
profiled process, thus, the perf event's attributions are::
evsel::cpus::map[0] = { -1 }
evsel::threads::map[] = { pid }
evsel::attr::inherit = 0
In this mode, a single ring buffer is allocated for the profiled thread;
if the thread is scheduled on a CPU, the events on that CPU will be
enabled; and if the thread is scheduled out from the CPU, the events on
the CPU will be disabled. When the thread is migrated from one CPU to
another, the events are to be disabled on the previous CPU and enabled
on the next CPU correspondingly.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| |
| T1 |
| +-----+ |
CPU1 | |xxxxx| |
--|--+-----+----------------------------------|---------->
| | |
| | T1 T3 |
| | +----+ +---+ |
CPU2 | | |xxxx| |xxx| |
--|-----|-----------------+----+--------+---+-|---------->
| | | |
| | T1 | |
| | +--------------+ | |
CPU3 | | |xxxxxxxxxxxxxx| | |
--|-----|--+--------------+-|-----------------|---------->
| | | | |
v v v v v
+-----------------------------------------------------+
| Ring buffer |
+-----------------------------------------------------+
T1: Thread 1
x: Thread is in running state
Figure 4. Ring buffer for per-thread mode
When perf runs in per-thread mode, a ring buffer is allocated for the
profiled thread *T1*. The ring buffer is dedicated for thread *T1*, if the
thread *T1* is running, the perf events will be recorded into the ring
buffer; when the thread is sleeping, all associated events will be
disabled, thus no trace data will be recorded into the ring buffer.
2.2.3 Per-CPU mode
^^^^^^^^^^^^^^^^^^
The option ``-C`` is used to collect samples on the list of CPUs, for
example the below perf command receives option ``-C 0,2``::
perf record -C 0,2 test_program
It maps the perf event to CPUs 0 and 2, and the event is not associated to any
PID. Thus the perf event attributions are set as::
evsel::cpus::map[0] = { 0, 2 }
evsel::threads::map[] = { -1 }
evsel::attr::inherit = 0
This results in the session of ``perf record`` will sample all threads on CPU0
and CPU2, and be terminated until test_program exits. Even there have tasks
running on CPU1 and CPU3, since the ring buffer is absent for them, any
activities on these two CPUs will be ignored. A usage case is to combine the
options for per-thread mode and per-CPU mode, e.g. the options ``–C 0,2`` and
``––per–thread`` are specified together, the samples are recorded only when
the profiled thread is scheduled on any of the listed CPUs.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| | |
v v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 5. Ring buffer for per-CPU mode
2.2.4 System wide mode
^^^^^^^^^^^^^^^^^^^^^^
By using option ``–a`` or ``––all–cpus``, perf collects samples on all CPUs
for all tasks, we call it as the system wide mode, the command is::
perf record -a test_program
Similar to the per-CPU mode, the perf event doesn't bind to any PID, and
it maps to all CPUs in the system::
evsel::cpus::map[] = { 0 .. _SC_NPROCESSORS_ONLN-1 }
evsel::threads::map[] = { -1 }
evsel::attr::inherit = 0
In the system wide mode, every CPU has its own ring buffer, all threads
are monitored during the running state and the samples are recorded into
the ring buffer belonging to the CPU which the events occurred on.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| | |
v v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
|
v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 2 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
|
v
+-----------------------------------------------------+
| Ring buffer 3 |
+-----------------------------------------------------+
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 6. Ring buffer for system wide mode
2.3 Accessing buffer
--------------------
Based on the understanding of how the ring buffer is allocated in
various modes, this section explains access the ring buffer.
2.3.1 Producer-consumer model
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
In the Linux kernel, the PMU events can produce samples which are stored
into the ring buffer; the perf command in user space consumes the
samples by reading out data from the ring buffer and finally saves the
data into the file for post analysis. It’s a typical producer-consumer
model for using the ring buffer.
The perf process polls on the PMU events and sleeps when no events are
incoming. To prevent frequent exchanges between the kernel and user
space, the kernel event core layer introduces a watermark, which is
stored in the ``perf_buffer::watermark``. When a sample is recorded into
the ring buffer, and if the used buffer exceeds the watermark, the
kernel wakes up the perf process to read samples from the ring buffer.
::
Perf
/ | Read samples
Polling / `--------------| Ring buffer
v v ;---------------------v
+----------------+ +---------+---------+ +-------------------+
|Event wait queue| |data_head|data_tail| |***|***| | |***|
+----------------+ +---------+---------+ +-------------------+
^ ^ `------------------------^
| Wake up tasks | Store samples
+-----------------------------+
| Kernel event core layer |
+-----------------------------+
* : the data is filled by the writer.
Figure 7. Writing and reading the ring buffer
When the kernel event core layer notifies the user space, because
multiple events might share the same ring buffer for recording samples,
the core layer iterates every event associated with the ring buffer and
wakes up tasks waiting on the event. This is fulfilled by the kernel
function ``ring_buffer_wakeup()``.
After the perf process is woken up, it starts to check the ring buffers
one by one, if it finds any ring buffer containing samples it will read
out the samples for statistics or saving into the data file. Given the
perf process is able to run on any CPU, this leads to the ring buffer
potentially being accessed from multiple CPUs simultaneously, which
causes race conditions. The race condition handling is described in the
section :ref:`memory_synchronization`.
2.3.2 Properties of the ring buffers
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Linux kernel supports two write directions for the ring buffer: forward and
backward. The forward writing saves samples from the beginning of the ring
buffer, the backward writing stores data from the end of the ring buffer with
the reversed direction. The perf tool determines the writing direction.
Additionally, the tool can map buffers in either read-write mode or read-only
mode to the user space.
The ring buffer in the read-write mode is mapped with the property
``PROT_READ | PROT_WRITE``. With the write permission, the perf tool
updates the ``data_tail`` to indicate the data start position. Combining
with the head pointer ``data_head``, which works as the end position of
the current data, the perf tool can easily know where read out the data
from.
Alternatively, in the read-only mode, only the kernel keeps to update
the ``data_head`` while the user space cannot access the ``data_tail`` due
to the mapping property ``PROT_READ``.
As a result, the matrix below illustrates the various combinations of
direction and mapping characteristics. The perf tool employs two of these
combinations to support buffer types: the non-overwrite buffer and the
overwritable buffer.
.. list-table::
:widths: 1 1 1
:header-rows: 1
* - Mapping mode
- Forward
- Backward
* - read-write
- Non-overwrite ring buffer
- Not used
* - read-only
- Not used
- Overwritable ring buffer
The non-overwrite ring buffer uses the read-write mapping with forward
writing. It starts to save data from the beginning of the ring buffer
and wrap around when overflow, which is used with the read-write mode in
the normal ring buffer. When the consumer doesn't keep up with the
producer, it would lose some data, the kernel keeps how many records it
lost and generates the ``PERF_RECORD_LOST`` records in the next time
when it finds a space in the ring buffer.
The overwritable ring buffer uses the backward writing with the
read-only mode. It saves the data from the end of the ring buffer and
the ``data_head`` keeps the position of current data, the perf always
knows where it starts to read and until the end of the ring buffer, thus
it don't need the ``data_tail``. In this mode, it will not generate the
``PERF_RECORD_LOST`` records.
.. _writing_samples_into_buffer:
2.3.3 Writing samples into buffer
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
When a sample is taken and saved into the ring buffer, the kernel
prepares sample fields based on the sample type; then it prepares the
info for writing ring buffer which is stored in the structure
``perf_output_handle``. In the end, the kernel outputs the sample into
the ring buffer and updates the head pointer in the user page so the
perf tool can see the latest value.
The structure ``perf_output_handle`` serves as a temporary context for
tracking the information related to the buffer. The advantages of it is
that it enables concurrent writing to the buffer by different events.
For example, a software event and a hardware PMU event both are enabled
for profiling, two instances of ``perf_output_handle`` serve as separate
contexts for the software event and the hardware event respectively.
This allows each event to reserve its own memory space for populating
the record data.
2.3.4 Reading samples from buffer
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
In the user space, the perf tool utilizes the ``perf_event_mmap_page``
structure to handle the head and tail of the buffer. It also uses
``perf_mmap`` structure to keep track of a context for the ring buffer, this
context includes information about the buffer's starting and ending
addresses. Additionally, the mask value can be utilized to compute the
circular buffer pointer even for an overflow.
Similar to the kernel, the perf tool in the user space first reads out
the recorded data from the ring buffer, and then updates the buffer's
tail pointer ``perf_event_mmap_page::data_tail``.
.. _memory_synchronization:
2.3.5 Memory synchronization
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
The modern CPUs with relaxed memory model cannot promise the memory
ordering, this means it’s possible to access the ring buffer and the
``perf_event_mmap_page`` structure out of order. To assure the specific
sequence for memory accessing perf ring buffer, memory barriers are
used to assure the data dependency. The rationale for the memory
synchronization is as below::
Kernel User space
if (LOAD ->data_tail) { LOAD ->data_head
(A) smp_rmb() (C)
STORE $data LOAD $data
smp_wmb() (B) smp_mb() (D)
STORE ->data_head STORE ->data_tail
}
The comments in tools/include/linux/ring_buffer.h gives nice description
for why and how to use memory barriers, here we will just provide an
alternative explanation:
(A) is a control dependency so that CPU assures order between checking
pointer ``perf_event_mmap_page::data_tail`` and filling sample into ring
buffer;
(D) pairs with (A). (D) separates the ring buffer data reading from
writing the pointer ``data_tail``, perf tool first consumes samples and then
tells the kernel that the data chunk has been released. Since a reading
operation is followed by a writing operation, thus (D) is a full memory
barrier.
(B) is a writing barrier in the middle of two writing operations, which
makes sure that recording a sample must be prior to updating the head
pointer.
(C) pairs with (B). (C) is a read memory barrier to ensure the head
pointer is fetched before reading samples.
To implement the above algorithm, the ``perf_output_put_handle()`` function
in the kernel and two helpers ``ring_buffer_read_head()`` and
``ring_buffer_write_tail()`` in the user space are introduced, they rely
on memory barriers as described above to ensure the data dependency.
Some architectures support one-way permeable barrier with load-acquire
and store-release operations, these barriers are more relaxed with less
performance penalty, so (C) and (D) can be optimized to use barriers
``smp_load_acquire()`` and ``smp_store_release()`` respectively.
If an architecture doesn’t support load-acquire and store-release in its
memory model, it will roll back to the old fashion of memory barrier
operations. In this case, ``smp_load_acquire()`` encapsulates
``READ_ONCE()`` + ``smp_mb()``, since ``smp_mb()`` is costly,
``ring_buffer_read_head()`` doesn't invoke ``smp_load_acquire()`` and it uses
the barriers ``READ_ONCE()`` + ``smp_rmb()`` instead.
3. The mechanism of AUX ring buffer
===================================
In this chapter, we will explain the implementation of the AUX ring
buffer. In the first part it will discuss the connection between the
AUX ring buffer and the regular ring buffer, then the second part will
examine how the AUX ring buffer co-works with the regular ring buffer,
as well as the additional features introduced by the AUX ring buffer for
the sampling mechanism.
3.1 The relationship between AUX and regular ring buffers
---------------------------------------------------------
Generally, the AUX ring buffer is an auxiliary for the regular ring
buffer. The regular ring buffer is primarily used to store the event
samples and every event format complies with the definition in the
union ``perf_event``; the AUX ring buffer is for recording the hardware
trace data and the trace data format is hardware IP dependent.
The general use and advantage of the AUX ring buffer is that it is
written directly by hardware rather than by the kernel. For example,
regular profile samples that write to the regular ring buffer cause an
interrupt. Tracing execution requires a high number of samples and
using interrupts would be overwhelming for the regular ring buffer
mechanism. Having an AUX buffer allows for a region of memory more
decoupled from the kernel and written to directly by hardware tracing.
The AUX ring buffer reuses the same algorithm with the regular ring
buffer for the buffer management. The control structure
``perf_event_mmap_page`` extends the new fields ``aux_head`` and ``aux_tail``
for the head and tail pointers of the AUX ring buffer.
During the initialisation phase, besides the mmap()-ed regular ring
buffer, the perf tool invokes a second syscall in the
``auxtrace_mmap__mmap()`` function for the mmap of the AUX buffer with
non-zero file offset; ``rb_alloc_aux()`` in the kernel allocates pages
correspondingly, these pages will be deferred to map into VMA when
handling the page fault, which is the same lazy mechanism with the
regular ring buffer.
AUX events and AUX trace data are two different things. Let's see an
example::
perf record -a -e cycles -e cs_etm// -- sleep 2
The above command enables two events: one is the event *cycles* from PMU
and another is the AUX event *cs_etm* from Arm CoreSight, both are saved
into the regular ring buffer while the CoreSight's AUX trace data is
stored in the AUX ring buffer.
As a result, we can see the regular ring buffer and the AUX ring buffer
are allocated in pairs. The perf in default mode allocates the regular
ring buffer and the AUX ring buffer per CPU-wise, which is the same as
the system wide mode, however, the default mode records samples only for
the profiled program, whereas the latter mode profiles for all programs
in the system. For per-thread mode, the perf tool allocates only one
regular ring buffer and one AUX ring buffer for the whole session. For
the per-CPU mode, the perf allocates two kinds of ring buffers for
selected CPUs specified by the option ``-C``.
The below figure demonstrates the buffers' layout in the system wide
mode; if there are any activities on one CPU, the AUX event samples and
the hardware trace data will be recorded into the dedicated buffers for
the CPU.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| | |
v v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
| | |
v v v
+-----------------------------------------------------+
| AUX Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
|
v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
|
v
+-----------------------------------------------------+
| AUX Ring buffer 1 |
+-----------------------------------------------------+
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 2 |
+-----------------------------------------------------+
| |
v v
+-----------------------------------------------------+
| AUX Ring buffer 2 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
|
v
+-----------------------------------------------------+
| Ring buffer 3 |
+-----------------------------------------------------+
|
v
+-----------------------------------------------------+
| AUX Ring buffer 3 |
+-----------------------------------------------------+
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 8. AUX ring buffer for system wide mode
3.2 AUX events
--------------
Similar to ``perf_output_begin()`` and ``perf_output_end()``'s working for the
regular ring buffer, ``perf_aux_output_begin()`` and ``perf_aux_output_end()``
serve for the AUX ring buffer for processing the hardware trace data.
Once the hardware trace data is stored into the AUX ring buffer, the PMU
driver will stop hardware tracing by calling the ``pmu::stop()`` callback.
Similar to the regular ring buffer, the AUX ring buffer needs to apply
the memory synchronization mechanism as discussed in the section
:ref:`memory_synchronization`. Since the AUX ring buffer is managed by the
PMU driver, the barrier (B), which is a writing barrier to ensure the trace
data is externally visible prior to updating the head pointer, is asked
to be implemented in the PMU driver.
Then ``pmu::stop()`` can safely call the ``perf_aux_output_end()`` function to
finish two things:
- It fills an event ``PERF_RECORD_AUX`` into the regular ring buffer, this
event delivers the information of the start address and data size for a
chunk of hardware trace data has been stored into the AUX ring buffer;
- Since the hardware trace driver has stored new trace data into the AUX
ring buffer, the argument *size* indicates how many bytes have been
consumed by the hardware tracing, thus ``perf_aux_output_end()`` updates the
header pointer ``perf_buffer::aux_head`` to reflect the latest buffer usage.
At the end, the PMU driver will restart hardware tracing. During this
temporary suspending period, it will lose hardware trace data, which
will introduce a discontinuity during decoding phase.
The event ``PERF_RECORD_AUX`` presents an AUX event which is handled in the
kernel, but it lacks the information for saving the AUX trace data in
the perf file. When the perf tool copies the trace data from AUX ring
buffer to the perf data file, it synthesizes a ``PERF_RECORD_AUXTRACE``
event which is not a kernel ABI, it's defined by the perf tool to describe
which portion of data in the AUX ring buffer is saved. Afterwards, the perf
tool reads out the AUX trace data from the perf file based on the
``PERF_RECORD_AUXTRACE`` events, and the ``PERF_RECORD_AUX`` event is used to
decode a chunk of data by correlating with time order.
3.3 Snapshot mode
-----------------
Perf supports snapshot mode for AUX ring buffer, in this mode, users
only record AUX trace data at a specific time point which users are
interested in. E.g. below gives an example of how to take snapshots
with 1 second interval with Arm CoreSight::
perf record -e cs_etm//u -S -a program &
PERFPID=$!
while true; do
kill -USR2 $PERFPID
sleep 1
done
The main flow for snapshot mode is:
- Before a snapshot is taken, the AUX ring buffer acts in free run mode.
During free run mode the perf doesn't record any of the AUX events and
trace data;
- Once the perf tool receives the *USR2* signal, it triggers the callback
function ``auxtrace_record::snapshot_start()`` to deactivate hardware
tracing. The kernel driver then populates the AUX ring buffer with the
hardware trace data, and the event ``PERF_RECORD_AUX`` is stored in the
regular ring buffer;
- Then perf tool takes a snapshot, ``record__read_auxtrace_snapshot()``
reads out the hardware trace data from the AUX ring buffer and saves it
into perf data file;
- After the snapshot is finished, ``auxtrace_record::snapshot_finish()``
restarts the PMU event for AUX tracing.
The perf only accesses the head pointer ``perf_event_mmap_page::aux_head``
in snapshot mode and doesn’t touch tail pointer ``aux_tail``, this is
because the AUX ring buffer can overflow in free run mode, the tail
pointer is useless in this case. Alternatively, the callback
``auxtrace_record::find_snapshot()`` is introduced for making the decision
of whether the AUX ring buffer has been wrapped around or not, at the
end it fixes up the AUX buffer's head which are used to calculate the
trace data size.
As we know, the buffers' deployment can be per-thread mode, per-CPU
mode, or system wide mode, and the snapshot can be applied to any of
these modes. Below is an example of taking snapshot with system wide
mode.
::
Snapshot is taken
|
v
+------------------------+
| AUX Ring buffer 0 | <- aux_head
+------------------------+
v
+--------------------------------+
| AUX Ring buffer 1 | <- aux_head
+--------------------------------+
v
+--------------------------------------------+
| AUX Ring buffer 2 | <- aux_head
+--------------------------------------------+
v
+---------------------------------------+
| AUX Ring buffer 3 | <- aux_head
+---------------------------------------+
Figure 9. Snapshot with system wide mode
3. 한국어 전문 번역
영어 원문의 문단 순서와 의미를 유지한 전체 번역입니다. 코드, 함수명, symbol과 URL은 원문 표기를 유지합니다.
문서 구성
1-30이 문서는 perf ring buffer의 구현과 AUX ring buffer의 동작을 다음 순서로 설명합니다.
일반 ring buffer의 배치·접근을 먼저 다룬 뒤 AUX 추적 메커니즘으로 이어집니다.
.. SPDX-License-Identifier: GPL-2.0
================
Perf ring buffer
================
.. CONTENTS
1. Introduction
2. Ring buffer implementation
2.1 Basic algorithm
2.2 Ring buffer for different tracing modes
2.2.1 Default mode
2.2.2 Per-thread mode
2.2.3 Per-CPU mode
2.2.4 System wide mode
2.3 Accessing buffer
2.3.1 Producer-consumer model
2.3.2 Properties of the ring buffers
2.3.3 Writing samples into buffer
2.3.4 Reading samples from buffer
2.3.5 Memory synchronization
3. The mechanism of AUX ring buffer
3.1 The relationship between AUX and regular ring buffers
3.2 AUX events
3.3 Snapshot mode
1. 소개
31-50ring buffer는 데이터 전송의 기본 메커니즘입니다. perf는 커널에서 사용자 공간으로 event 데이터를 옮기는 데 ring buffer를 사용하며, Intel PT와 Arm CoreSight 같은 하드웨어 추적에는 auxiliary, 즉 AUX ring buffer도 중요한 역할을 합니다.
ring buffer 구현은 핵심적이면서도 어렵습니다. 커널과 사용자 공간 perf 도구가 데이터를 교환해 파일에 저장하려면 처리량이 높아야 하지만, buffer 관리 부하가 프로파일링 결과를 왜곡할 만큼 커져서도 안 됩니다.
문서의 첫 부분은 perf ring buffer 구현을 설명하고, 두 번째 부분은 AUX ring buffer 메커니즘을 다룹니다.
1. Introduction
===============
The ring buffer is a fundamental mechanism for data transfer. perf uses
ring buffers to transfer event data from kernel to user space, another
kind of ring buffer which is so called auxiliary (AUX) ring buffer also
plays an important role for hardware tracing with Intel PT, Arm
CoreSight, etc.
The ring buffer implementation is critical but it's also a very
challenging work. On the one hand, the kernel and perf tool in the user
space use the ring buffer to exchange data and stores data into data
file, thus the ring buffer needs to transfer data with high throughput;
on the other hand, the ring buffer management should avoid significant
overload to distract profiling results.
This documentation dives into the details for perf ring buffer with two
parts: firstly it explains the perf ring buffer implementation, then the
second part discusses the AUX ring buffer mechanism.
2.1 기본 알고리즘
51-112일반적인 ring buffer는 head와 tail 포인터로 관리합니다. writer가 head를 조작하고 reader가 tail을 갱신합니다.
writer가 head까지 데이터를 채우고 reader가 tail부터 소비합니다.
perf도 같은 방식으로 ring buffer를 관리합니다. 연속된 가상 페이지 묶음에 두 핵심 데이터 구조가 함께 놓이는데, 먼저 제어 구조가 있고 그 뒤에 ring buffer가 있습니다. 제어 구조를 담은 페이지를 user page라고 하며, ring buffer는 이 페이지 다음의 연속 가상 주소에서 쉽게 찾을 수 있습니다.
제어 구조 `perf_event_mmap_page`에는 head 포인터 `data_head`와 tail 포인터 `data_tail`이 있습니다. 커널은 record를 채우기 시작할 때 head를 갱신해 메모리를 예약한 뒤 안전하게 event를 저장합니다. user page가 쓰기 가능한 mapping이면 perf 도구는 데이터를 소비한 뒤 tail을 갱신할 수 있습니다. 읽기 전용 mapping의 경우는 뒤의 buffer 속성 절에서 별도로 다룹니다.
user page의 포인터가 뒤따르는 data page 영역을 가리킵니다.
`perf record`의 `-m` 또는 `--mmap-pages=` 옵션으로 ring buffer 크기를 지정할 수 있습니다. 값은 page size의 배수이면서 2의 거듭제곱인 크기로 올림됩니다.
커널은 모든 메모리 페이지를 한 번에 할당하지만 사용자 공간 perf가 buffer 페이지에 접근할 때까지 VMA mapping은 미룹니다. 최초 접근 시 page fault에 따른 data abort가 발생하고, 커널은 `perf_mmap_fault()`에서 해당 페이지를 프로세스 VMA에 mapping합니다. 예외에서 돌아오면 perf 도구가 페이지 접근을 계속할 수 있습니다.
2. Ring buffer implementation
=============================
2.1 Basic algorithm
-------------------
That said, a typical ring buffer is managed by a head pointer and a tail
pointer; the head pointer is manipulated by a writer and the tail
pointer is updated by a reader respectively.
::
+---------------------------+
| | |***|***|***| | |
+---------------------------+
`-> Tail `-> Head
* : the data is filled by the writer.
Figure 1. Ring buffer
Perf uses the same way to manage its ring buffer. In the implementation
there are two key data structures held together in a set of consecutive
pages, the control structure and then the ring buffer itself. The page
with the control structure in is known as the "user page". Being held
in continuous virtual addresses simplifies locating the ring buffer
address, it is in the pages after the page with the user page.
The control structure is named as ``perf_event_mmap_page``, it contains a
head pointer ``data_head`` and a tail pointer ``data_tail``. When the
kernel starts to fill records into the ring buffer, it updates the head
pointer to reserve the memory so later it can safely store events into
the buffer. On the other side, when the user page is a writable mapping,
the perf tool has the permission to update the tail pointer after consuming
data from the ring buffer. Yet another case is for the user page's
read-only mapping, which is to be addressed in the section
:ref:`writing_samples_into_buffer`.
::
user page ring buffer
+---------+---------+ +---------------------------------------+
|data_head|data_tail|...| | |***|***|***|***|***| | | |
+---------+---------+ +---------------------------------------+
` `----------------^ ^
`----------------------------------------------|
* : the data is filled by the writer.
Figure 2. Perf ring buffer
When using the ``perf record`` tool, we can specify the ring buffer size
with option ``-m`` or ``--mmap-pages=``, the given size will be rounded up
to a power of two that is a multiple of a page size. Though the kernel
allocates at once for all memory pages, it's deferred to map the pages
to VMA area until the perf tool accesses the buffer from the user space.
In other words, at the first time accesses the buffer's page from user
space in the perf tool, a data abort exception for page fault is taken
and the kernel uses this occasion to map the page into process VMA
(see ``perf_mmap_fault()``), thus the perf tool can continue to access
the page after returning from the exception.
2.2 추적 모드별 ring buffer
113-120perf는 default, per-thread, per-CPU, system-wide 모드로 프로그램을 프로파일링합니다. 각 모드는 CPU와 thread event mapping이 다르고, 그 차이가 ring buffer 배치와 경쟁 조건을 결정합니다.
세부 절에서 각 mapping과 buffer 소유 범위를 설명합니다.
2.2 Ring buffer for different tracing modes
-------------------------------------------
The perf profiles programs with different modes: default mode, per thread
mode, per cpu mode, and system wide mode. This section describes these
modes and how the ring buffer meets requirements for them. At last we
will review the race conditions caused by these modes.
2.2.1 Default 모드
121-194보통 다음처럼 `perf record` 뒤에 프로파일링할 프로그램 이름을 지정합니다.
perf record test_program
CPU나 thread 모드 옵션을 지정하지 않았으므로 perf는 default 모드를 적용합니다. 시스템의 모든 CPU와 대상 프로그램 PID를 event에 mapping하고, 자식 태스크가 event를 상속하도록 inheritance를 활성화합니다.
evsel::cpus::map[] = { 0 .. _SC_NPROCESSORS_ONLN-1 }
evsel::threads::map[] = { pid }
evsel::attr::inherit = 1
이 속성은 ring buffer 배치에 반영됩니다. perf는 CPU마다 별도 ring buffer를 할당하지만, 시스템의 모든 thread가 아니라 대상 프로그램과 상속된 작업에 대해서만 event를 활성화합니다.
T1은 test_program의 thread이고 T2와 T3은 무관한 thread입니다.
따라서 T1 sample은 T1이 실행된 CPU에 연결된 ring buffer에만 저장됩니다.
2.2.1 Default mode
^^^^^^^^^^^^^^^^^^
Usually we execute ``perf record`` command followed by a profiling program
name, like below command::
perf record test_program
This command doesn't specify any options for CPU and thread modes, the
perf tool applies the default mode on the perf event. It maps all the
CPUs in the system and the profiled program's PID on the perf event, and
it enables inheritance mode on the event so that child tasks inherits
the events. As a result, the perf event is attributed as::
evsel::cpus::map[] = { 0 .. _SC_NPROCESSORS_ONLN-1 }
evsel::threads::map[] = { pid }
evsel::attr::inherit = 1
These attributions finally will be reflected on the deployment of ring
buffers. As shown below, the perf tool allocates individual ring buffer
for each CPU, but it only enables events for the profiled program rather
than for all threads in the system. The *T1* thread represents the
thread context of the 'test_program', whereas *T2* and *T3* are irrelevant
threads in the system. The perf samples are exclusively collected for
the *T1* thread and stored in the ring buffer associated with the CPU on
which the *T1* thread is running.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
|
v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
|
v
+-----------------------------------------------------+
| Ring buffer 2 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
|
v
+-----------------------------------------------------+
| Ring buffer 3 |
+-----------------------------------------------------+
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 3. Ring buffer for default mode
2.2.2 Per-thread 모드
195-255`--per-thread` 옵션은 다음처럼 사용합니다.
perf record --per-thread test_program
이 event는 어떤 CPU에도 mapping되지 않고 대상 프로세스에만 연결되며, 상속도 비활성화됩니다.
evsel::cpus::map[0] = { -1 }
evsel::threads::map[] = { pid }
evsel::attr::inherit = 0
대상 thread를 위한 ring buffer 하나만 할당합니다. thread가 CPU에 schedule되면 해당 CPU의 event를 활성화하고, CPU에서 빠지면 비활성화합니다. CPU 사이를 이동할 때는 이전 CPU의 event를 끄고 다음 CPU의 event를 켭니다.
T1이 CPU0, CPU1, CPU3, CPU2, CPU0으로 이동해도 모든 sample은 하나의 buffer로 모입니다.
T1이 실행 중일 때만 관련 event가 ring buffer에 기록됩니다. T1이 잠들면 연결된 event가 모두 비활성화되어 trace data가 기록되지 않습니다.
2.2.2 Per-thread mode
^^^^^^^^^^^^^^^^^^^^^
By specifying option ``--per-thread`` in perf command, e.g.
::
perf record --per-thread test_program
The perf event doesn't map to any CPUs and is only bound to the
profiled process, thus, the perf event's attributions are::
evsel::cpus::map[0] = { -1 }
evsel::threads::map[] = { pid }
evsel::attr::inherit = 0
In this mode, a single ring buffer is allocated for the profiled thread;
if the thread is scheduled on a CPU, the events on that CPU will be
enabled; and if the thread is scheduled out from the CPU, the events on
the CPU will be disabled. When the thread is migrated from one CPU to
another, the events are to be disabled on the previous CPU and enabled
on the next CPU correspondingly.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| |
| T1 |
| +-----+ |
CPU1 | |xxxxx| |
--|--+-----+----------------------------------|---------->
| | |
| | T1 T3 |
| | +----+ +---+ |
CPU2 | | |xxxx| |xxx| |
--|-----|-----------------+----+--------+---+-|---------->
| | | |
| | T1 | |
| | +--------------+ | |
CPU3 | | |xxxxxxxxxxxxxx| | |
--|-----|--+--------------+-|-----------------|---------->
| | | | |
v v v v v
+-----------------------------------------------------+
| Ring buffer |
+-----------------------------------------------------+
T1: Thread 1
x: Thread is in running state
Figure 4. Ring buffer for per-thread mode
When perf runs in per-thread mode, a ring buffer is allocated for the
profiled thread *T1*. The ring buffer is dedicated for thread *T1*, if the
thread *T1* is running, the perf events will be recorded into the ring
buffer; when the thread is sleeping, all associated events will be
disabled, thus no trace data will be recorded into the ring buffer.
2.2.3 Per-CPU 모드
256-315`-C` 옵션은 sample을 수집할 CPU 목록을 지정합니다. 다음 명령은 CPU0과 CPU2를 선택합니다.
perf record -C 0,2 test_program
perf event는 CPU0과 CPU2에 mapping되고 특정 PID에는 연결되지 않습니다.
evsel::cpus::map[0] = { 0, 2 }
evsel::threads::map[] = { -1 }
evsel::attr::inherit = 0
`perf record` 세션은 CPU0과 CPU2에서 실행되는 모든 thread를 sample하며 test_program이 끝날 때 종료됩니다. CPU1과 CPU3의 활동은 ring buffer가 없으므로 무시됩니다.
per-thread와 per-CPU 옵션을 함께 사용할 수도 있습니다. 예를 들어 `-C 0,2`와 `--per-thread`를 함께 주면 대상 thread가 지정 CPU 중 하나에서 실행될 때만 sample을 기록합니다.
선택된 CPU의 모든 실행 구간이 해당 CPU buffer로 들어갑니다.
2.2.3 Per-CPU mode
^^^^^^^^^^^^^^^^^^
The option ``-C`` is used to collect samples on the list of CPUs, for
example the below perf command receives option ``-C 0,2``::
perf record -C 0,2 test_program
It maps the perf event to CPUs 0 and 2, and the event is not associated to any
PID. Thus the perf event attributions are set as::
evsel::cpus::map[0] = { 0, 2 }
evsel::threads::map[] = { -1 }
evsel::attr::inherit = 0
This results in the session of ``perf record`` will sample all threads on CPU0
and CPU2, and be terminated until test_program exits. Even there have tasks
running on CPU1 and CPU3, since the ring buffer is absent for them, any
activities on these two CPUs will be ignored. A usage case is to combine the
options for per-thread mode and per-CPU mode, e.g. the options ``–C 0,2`` and
``––per–thread`` are specified together, the samples are recorded only when
the profiled thread is scheduled on any of the listed CPUs.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| | |
v v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 5. Ring buffer for per-CPU mode
2.2.4 System-wide 모드
316-381`-a` 또는 `--all-cpus`를 사용하면 모든 CPU에서 모든 태스크의 sample을 수집합니다.
perf record -a test_program
per-CPU 모드와 마찬가지로 event는 PID에 묶이지 않으며 시스템의 모든 CPU에 mapping됩니다.
evsel::cpus::map[] = { 0 .. _SC_NPROCESSORS_ONLN-1 }
evsel::threads::map[] = { -1 }
evsel::attr::inherit = 0
모든 CPU에 자체 ring buffer가 있고, 실행 중인 모든 thread를 감시합니다. sample은 event가 발생한 CPU의 ring buffer에 기록됩니다.
CPU마다 모든 thread의 실행을 수집합니다.
2.2.4 System wide mode
^^^^^^^^^^^^^^^^^^^^^^
By using option ``–a`` or ``––all–cpus``, perf collects samples on all CPUs
for all tasks, we call it as the system wide mode, the command is::
perf record -a test_program
Similar to the per-CPU mode, the perf event doesn't bind to any PID, and
it maps to all CPUs in the system::
evsel::cpus::map[] = { 0 .. _SC_NPROCESSORS_ONLN-1 }
evsel::threads::map[] = { -1 }
evsel::attr::inherit = 0
In the system wide mode, every CPU has its own ring buffer, all threads
are monitored during the running state and the samples are recorded into
the ring buffer belonging to the CPU which the events occurred on.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| | |
v v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
|
v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 2 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
|
v
+-----------------------------------------------------+
| Ring buffer 3 |
+-----------------------------------------------------+
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 6. Ring buffer for system wide mode
2.3 Buffer 접근
382-387여러 모드에서 ring buffer가 어떻게 할당되는지 살펴보았으므로, 이제 커널 생산자와 사용자 공간 소비자가 buffer에 접근하는 방법을 설명합니다.
2.3 Accessing buffer
--------------------
Based on the understanding of how the ring buffer is allocated in
various modes, this section explains access the ring buffer.
2.3.1 생산자·소비자 모델
388-436Linux 커널의 PMU event는 ring buffer에 저장할 sample을 생산합니다. 사용자 공간의 perf 명령은 buffer에서 데이터를 읽어 소비하고, 사후 분석을 위해 최종적으로 파일에 저장합니다. 전형적인 생산자·소비자 모델입니다.
perf 프로세스는 PMU event를 poll하며 들어오는 event가 없으면 잠듭니다. 커널과 사용자 공간 사이의 잦은 전환을 막기 위해 kernel event core는 `perf_buffer::watermark`에 저장된 watermark를 사용합니다. sample 기록 후 사용한 buffer 크기가 watermark를 넘으면 perf 프로세스를 깨워 sample을 읽게 합니다.
watermark 기반 알림이 kernel producer와 perf consumer를 연결합니다.
여러 event가 같은 ring buffer를 공유할 수 있으므로 kernel event core는 buffer와 연결된 모든 event를 순회하며 각 event를 기다리는 태스크를 깨웁니다. 이 동작은 `ring_buffer_wakeup()`이 수행합니다.
깨어난 perf 프로세스는 ring buffer를 하나씩 확인하고 sample이 있는 buffer를 읽어 통계를 내거나 data file에 저장합니다. perf 프로세스 자체는 어떤 CPU에서도 실행될 수 있으므로 여러 CPU가 ring buffer에 동시에 접근할 수 있고 경쟁 조건이 생깁니다. 해결 방식은 메모리 동기화 절에서 설명합니다.
2.3.1 Producer-consumer model
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
In the Linux kernel, the PMU events can produce samples which are stored
into the ring buffer; the perf command in user space consumes the
samples by reading out data from the ring buffer and finally saves the
data into the file for post analysis. It’s a typical producer-consumer
model for using the ring buffer.
The perf process polls on the PMU events and sleeps when no events are
incoming. To prevent frequent exchanges between the kernel and user
space, the kernel event core layer introduces a watermark, which is
stored in the ``perf_buffer::watermark``. When a sample is recorded into
the ring buffer, and if the used buffer exceeds the watermark, the
kernel wakes up the perf process to read samples from the ring buffer.
::
Perf
/ | Read samples
Polling / `--------------| Ring buffer
v v ;---------------------v
+----------------+ +---------+---------+ +-------------------+
|Event wait queue| |data_head|data_tail| |***|***| | |***|
+----------------+ +---------+---------+ +-------------------+
^ ^ `------------------------^
| Wake up tasks | Store samples
+-----------------------------+
| Kernel event core layer |
+-----------------------------+
* : the data is filled by the writer.
Figure 7. Writing and reading the ring buffer
When the kernel event core layer notifies the user space, because
multiple events might share the same ring buffer for recording samples,
the core layer iterates every event associated with the ring buffer and
wakes up tasks waiting on the event. This is fulfilled by the kernel
function ``ring_buffer_wakeup()``.
After the perf process is woken up, it starts to check the ring buffers
one by one, if it finds any ring buffer containing samples it will read
out the samples for statistics or saving into the data file. Given the
perf process is able to run on any CPU, this leads to the ring buffer
potentially being accessed from multiple CPUs simultaneously, which
causes race conditions. The race condition handling is described in the
section :ref:`memory_synchronization`.
2.3.2 Ring buffer 속성
437-494커널은 ring buffer의 forward와 backward 두 쓰기 방향을 지원합니다. forward는 buffer 시작부터 sample을 저장하고, backward는 buffer 끝에서 역방향으로 저장합니다. perf 도구가 쓰기 방향을 결정합니다.
도구는 buffer를 read-write 또는 read-only 모드로 사용자 공간에 mapping할 수 있습니다.
read-write buffer는 `PROT_READ | PROT_WRITE`로 mapping됩니다. perf는 쓰기 권한으로 `data_tail`을 갱신해 데이터 시작 위치를 표시하고, 현재 데이터 끝인 `data_head`와 함께 읽을 범위를 계산합니다.
read-only buffer에서는 커널만 `data_head`를 계속 갱신하며, 사용자 공간은 `PROT_READ` 속성 때문에 `data_tail`에 접근할 수 없습니다.
perf는 네 조합 중 두 가지를 실제 buffer 유형으로 사용합니다.
non-overwrite ring buffer는 read-write mapping과 forward 쓰기를 사용합니다. 시작부터 쓰고 넘치면 순환합니다. 소비자가 생산자를 따라가지 못하면 데이터를 잃을 수 있으며, 커널은 손실 record 수를 보관했다가 공간이 생기면 다음에 `PERF_RECORD_LOST`를 생성합니다.
overwritable ring buffer는 read-only mapping과 backward 쓰기를 사용합니다. 끝에서부터 데이터를 저장하고 `data_head`가 현재 데이터 위치를 유지하므로 perf는 읽기 시작점과 buffer 끝을 알 수 있어 `data_tail`이 필요 없습니다. 이 모드에서는 `PERF_RECORD_LOST`를 생성하지 않습니다.
2.3.2 Properties of the ring buffers
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Linux kernel supports two write directions for the ring buffer: forward and
backward. The forward writing saves samples from the beginning of the ring
buffer, the backward writing stores data from the end of the ring buffer with
the reversed direction. The perf tool determines the writing direction.
Additionally, the tool can map buffers in either read-write mode or read-only
mode to the user space.
The ring buffer in the read-write mode is mapped with the property
``PROT_READ | PROT_WRITE``. With the write permission, the perf tool
updates the ``data_tail`` to indicate the data start position. Combining
with the head pointer ``data_head``, which works as the end position of
the current data, the perf tool can easily know where read out the data
from.
Alternatively, in the read-only mode, only the kernel keeps to update
the ``data_head`` while the user space cannot access the ``data_tail`` due
to the mapping property ``PROT_READ``.
As a result, the matrix below illustrates the various combinations of
direction and mapping characteristics. The perf tool employs two of these
combinations to support buffer types: the non-overwrite buffer and the
overwritable buffer.
.. list-table::
:widths: 1 1 1
:header-rows: 1
* - Mapping mode
- Forward
- Backward
* - read-write
- Non-overwrite ring buffer
- Not used
* - read-only
- Not used
- Overwritable ring buffer
The non-overwrite ring buffer uses the read-write mapping with forward
writing. It starts to save data from the beginning of the ring buffer
and wrap around when overflow, which is used with the read-write mode in
the normal ring buffer. When the consumer doesn't keep up with the
producer, it would lose some data, the kernel keeps how many records it
lost and generates the ``PERF_RECORD_LOST`` records in the next time
when it finds a space in the ring buffer.
The overwritable ring buffer uses the backward writing with the
read-only mode. It saves the data from the end of the ring buffer and
the ``data_head`` keeps the position of current data, the perf always
knows where it starts to read and until the end of the ring buffer, thus
it don't need the ``data_tail``. In this mode, it will not generate the
``PERF_RECORD_LOST`` records.
.. _writing_samples_into_buffer:
2.3.3 Buffer에 sample 쓰기
495-513sample을 얻어 ring buffer에 저장할 때 커널은 sample type에 따라 필드를 준비하고, `perf_output_handle` 구조체에 buffer 쓰기 정보를 구성합니다. 마지막으로 sample을 출력하고 user page의 head를 갱신해 perf 도구가 최신 값을 볼 수 있게 합니다.
`perf_output_handle`은 buffer 관련 정보를 추적하는 임시 context입니다. 서로 다른 event가 buffer에 동시에 쓸 수 있게 하는 장점이 있습니다. 예를 들어 software event와 hardware PMU event를 함께 활성화하면 각각의 `perf_output_handle` 인스턴스가 독립 context가 되어 자기 record를 채울 메모리 공간을 따로 예약합니다.
예약과 공개를 분리해 동시 writer가 각자 공간을 확보합니다.
2.3.3 Writing samples into buffer
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
When a sample is taken and saved into the ring buffer, the kernel
prepares sample fields based on the sample type; then it prepares the
info for writing ring buffer which is stored in the structure
``perf_output_handle``. In the end, the kernel outputs the sample into
the ring buffer and updates the head pointer in the user page so the
perf tool can see the latest value.
The structure ``perf_output_handle`` serves as a temporary context for
tracking the information related to the buffer. The advantages of it is
that it enables concurrent writing to the buffer by different events.
For example, a software event and a hardware PMU event both are enabled
for profiling, two instances of ``perf_output_handle`` serve as separate
contexts for the software event and the hardware event respectively.
This allows each event to reserve its own memory space for populating
the record data.
2.3.4 Buffer에서 sample 읽기
514-529사용자 공간 perf 도구는 `perf_event_mmap_page`로 buffer head와 tail을 처리합니다. `perf_mmap` 구조체는 ring buffer의 시작·끝 주소를 포함한 context를 추적하며, mask 값으로 overflow 뒤에도 circular buffer 포인터를 계산할 수 있습니다.
커널과 대응해 perf 도구는 먼저 기록된 데이터를 ring buffer에서 읽고, 그 다음 tail 포인터 `perf_event_mmap_page::data_tail`을 갱신합니다.
2.3.4 Reading samples from buffer
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
In the user space, the perf tool utilizes the ``perf_event_mmap_page``
structure to handle the head and tail of the buffer. It also uses
``perf_mmap`` structure to keep track of a context for the ring buffer, this
context includes information about the buffer's starting and ending
addresses. Additionally, the mask value can be utilized to compute the
circular buffer pointer even for an overflow.
Similar to the kernel, the perf tool in the user space first reads out
the recorded data from the ring buffer, and then updates the buffer's
tail pointer ``perf_event_mmap_page::data_tail``.
.. _memory_synchronization:
2.3.5 메모리 동기화
530-586완화된 메모리 모델을 사용하는 현대 CPU는 메모리 접근 순서를 자동으로 보장하지 않습니다. ring buffer와 `perf_event_mmap_page`를 순서가 뒤바뀐 채 접근할 수 있으므로 perf는 memory barrier로 필요한 데이터 의존성과 접근 순서를 강제합니다.
Kernel User space
if (LOAD ->data_tail) { LOAD ->data_head
(A) smp_rmb() (C)
STORE $data LOAD $data
smp_wmb() (B) smp_mb() (D)
STORE ->data_head STORE ->data_tail
}
kernel writer와 user-space reader의 barrier가 서로 짝을 이룹니다.
A는 `perf_event_mmap_page::data_tail` 포인터 확인과 ring buffer sample 기록 사이의 control dependency입니다.
D는 A와 짝을 이룹니다. perf 도구가 sample을 먼저 소비한 뒤 `data_tail`을 써서 해당 데이터 구간을 해제했다고 커널에 알리며, read 뒤 write이므로 full memory barrier입니다.
B는 두 write 사이의 barrier로 sample 기록이 head 갱신보다 먼저 일어나게 합니다. C는 B와 짝인 read barrier로 head를 가져온 뒤 sample을 읽게 합니다.
커널의 `perf_output_put_handle()`과 사용자 공간의 `ring_buffer_read_head()`, `ring_buffer_write_tail()` helper가 이 알고리즘과 barrier를 구현합니다.
일부 아키텍처는 한 방향 투과 장벽인 load-acquire와 store-release를 지원합니다. 성능 비용이 더 낮으므로 C와 D를 각각 `smp_load_acquire()`와 `smp_store_release()`로 최적화할 수 있습니다.
아키텍처 메모리 모델이 load-acquire와 store-release를 지원하지 않으면 전통적인 barrier로 돌아갑니다. 이 경우 `smp_load_acquire()`는 `READ_ONCE()`와 `smp_mb()`를 감싸지만 `smp_mb()` 비용이 크므로 `ring_buffer_read_head()`는 이를 호출하지 않고 `READ_ONCE()`와 `smp_rmb()`를 사용합니다.
2.3.5 Memory synchronization
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
The modern CPUs with relaxed memory model cannot promise the memory
ordering, this means it’s possible to access the ring buffer and the
``perf_event_mmap_page`` structure out of order. To assure the specific
sequence for memory accessing perf ring buffer, memory barriers are
used to assure the data dependency. The rationale for the memory
synchronization is as below::
Kernel User space
if (LOAD ->data_tail) { LOAD ->data_head
(A) smp_rmb() (C)
STORE $data LOAD $data
smp_wmb() (B) smp_mb() (D)
STORE ->data_head STORE ->data_tail
}
The comments in tools/include/linux/ring_buffer.h gives nice description
for why and how to use memory barriers, here we will just provide an
alternative explanation:
(A) is a control dependency so that CPU assures order between checking
pointer ``perf_event_mmap_page::data_tail`` and filling sample into ring
buffer;
(D) pairs with (A). (D) separates the ring buffer data reading from
writing the pointer ``data_tail``, perf tool first consumes samples and then
tells the kernel that the data chunk has been released. Since a reading
operation is followed by a writing operation, thus (D) is a full memory
barrier.
(B) is a writing barrier in the middle of two writing operations, which
makes sure that recording a sample must be prior to updating the head
pointer.
(C) pairs with (B). (C) is a read memory barrier to ensure the head
pointer is fetched before reading samples.
To implement the above algorithm, the ``perf_output_put_handle()`` function
in the kernel and two helpers ``ring_buffer_read_head()`` and
``ring_buffer_write_tail()`` in the user space are introduced, they rely
on memory barriers as described above to ensure the data dependency.
Some architectures support one-way permeable barrier with load-acquire
and store-release operations, these barriers are more relaxed with less
performance penalty, so (C) and (D) can be optimized to use barriers
``smp_load_acquire()`` and ``smp_store_release()`` respectively.
If an architecture doesn’t support load-acquire and store-release in its
memory model, it will roll back to the old fashion of memory barrier
operations. In this case, ``smp_load_acquire()`` encapsulates
``READ_ONCE()`` + ``smp_mb()``, since ``smp_mb()`` is costly,
``ring_buffer_read_head()`` doesn't invoke ``smp_load_acquire()`` and it uses
the barriers ``READ_ONCE()`` + ``smp_rmb()`` instead.
3. AUX ring buffer 메커니즘
587-596이 장은 AUX ring buffer 구현을 설명합니다. 먼저 일반 ring buffer와 AUX buffer의 연결을 다루고, 이어서 두 buffer의 협력 방식과 AUX buffer가 sampling에 추가한 기능을 살펴봅니다.
3. The mechanism of AUX ring buffer
===================================
In this chapter, we will explain the implementation of the AUX ring
buffer. In the first part it will discuss the connection between the
AUX ring buffer and the regular ring buffer, then the second part will
examine how the AUX ring buffer co-works with the regular ring buffer,
as well as the additional features introduced by the AUX ring buffer for
the sampling mechanism.
3.1 AUX와 일반 ring buffer의 관계
597-718AUX ring buffer는 일반 ring buffer를 보조합니다. 일반 buffer는 주로 event sample을 저장하고 각 event 형식은 union `perf_event` 정의를 따릅니다. AUX buffer는 하드웨어 trace data를 기록하며 형식은 하드웨어 IP에 따라 달라집니다.
AUX buffer의 장점은 커널 대신 하드웨어가 직접 쓴다는 것입니다. 일반 profile sample은 일반 ring buffer에 쓸 때 interrupt를 일으킵니다. 실행 추적은 매우 많은 sample이 필요해 같은 interrupt 방식을 쓰면 감당하기 어렵습니다. AUX buffer는 커널과 더 분리된 메모리 영역을 하드웨어 추적기가 직접 쓰게 합니다.
AUX ring buffer도 일반 buffer와 같은 관리 알고리즘을 재사용합니다. `perf_event_mmap_page`에는 AUX head와 tail인 `aux_head`, `aux_tail` 필드가 추가됩니다.
초기화할 때 perf 도구는 mmap된 일반 ring buffer와 별도로 `auxtrace_mmap__mmap()`에서 0이 아닌 file offset으로 AUX buffer를 두 번째 mmap합니다. 커널의 `rb_alloc_aux()`가 페이지를 할당하고, 일반 buffer처럼 page fault 처리 때 VMA mapping을 지연 수행합니다.
AUX event와 AUX trace data는 서로 다른 것입니다. 다음 명령은 PMU의 `cycles` event와 Arm CoreSight의 AUX event `cs_etm`을 활성화합니다.
perf record -a -e cycles -e cs_etm// -- sleep 2
두 event record는 모두 일반 ring buffer에 저장되지만 CoreSight의 AUX trace data는 AUX ring buffer에 저장됩니다.
두 종류의 buffer는 함께 할당됩니다.
각 CPU의 event sample과 hardware trace data가 전용 buffer 쌍에 들어갑니다.
3.1 The relationship between AUX and regular ring buffers
---------------------------------------------------------
Generally, the AUX ring buffer is an auxiliary for the regular ring
buffer. The regular ring buffer is primarily used to store the event
samples and every event format complies with the definition in the
union ``perf_event``; the AUX ring buffer is for recording the hardware
trace data and the trace data format is hardware IP dependent.
The general use and advantage of the AUX ring buffer is that it is
written directly by hardware rather than by the kernel. For example,
regular profile samples that write to the regular ring buffer cause an
interrupt. Tracing execution requires a high number of samples and
using interrupts would be overwhelming for the regular ring buffer
mechanism. Having an AUX buffer allows for a region of memory more
decoupled from the kernel and written to directly by hardware tracing.
The AUX ring buffer reuses the same algorithm with the regular ring
buffer for the buffer management. The control structure
``perf_event_mmap_page`` extends the new fields ``aux_head`` and ``aux_tail``
for the head and tail pointers of the AUX ring buffer.
During the initialisation phase, besides the mmap()-ed regular ring
buffer, the perf tool invokes a second syscall in the
``auxtrace_mmap__mmap()`` function for the mmap of the AUX buffer with
non-zero file offset; ``rb_alloc_aux()`` in the kernel allocates pages
correspondingly, these pages will be deferred to map into VMA when
handling the page fault, which is the same lazy mechanism with the
regular ring buffer.
AUX events and AUX trace data are two different things. Let's see an
example::
perf record -a -e cycles -e cs_etm// -- sleep 2
The above command enables two events: one is the event *cycles* from PMU
and another is the AUX event *cs_etm* from Arm CoreSight, both are saved
into the regular ring buffer while the CoreSight's AUX trace data is
stored in the AUX ring buffer.
As a result, we can see the regular ring buffer and the AUX ring buffer
are allocated in pairs. The perf in default mode allocates the regular
ring buffer and the AUX ring buffer per CPU-wise, which is the same as
the system wide mode, however, the default mode records samples only for
the profiled program, whereas the latter mode profiles for all programs
in the system. For per-thread mode, the perf tool allocates only one
regular ring buffer and one AUX ring buffer for the whole session. For
the per-CPU mode, the perf allocates two kinds of ring buffers for
selected CPUs specified by the option ``-C``.
The below figure demonstrates the buffers' layout in the system wide
mode; if there are any activities on one CPU, the AUX event samples and
the hardware trace data will be recorded into the dedicated buffers for
the CPU.
::
T1 T2 T1
+----+ +-----------+ +----+
CPU0 |xxxx| |xxxxxxxxxxx| |xxxx|
+----+--------------+-----------+----------+----+-------->
| | |
v v v
+-----------------------------------------------------+
| Ring buffer 0 |
+-----------------------------------------------------+
| | |
v v v
+-----------------------------------------------------+
| AUX Ring buffer 0 |
+-----------------------------------------------------+
T1
+-----+
CPU1 |xxxxx|
-----+-----+--------------------------------------------->
|
v
+-----------------------------------------------------+
| Ring buffer 1 |
+-----------------------------------------------------+
|
v
+-----------------------------------------------------+
| AUX Ring buffer 1 |
+-----------------------------------------------------+
T1 T3
+----+ +-------+
CPU2 |xxxx| |xxxxxxx|
--------------------------+----+--------+-------+-------->
| |
v v
+-----------------------------------------------------+
| Ring buffer 2 |
+-----------------------------------------------------+
| |
v v
+-----------------------------------------------------+
| AUX Ring buffer 2 |
+-----------------------------------------------------+
T1
+--------------+
CPU3 |xxxxxxxxxxxxxx|
-----------+--------------+------------------------------>
|
v
+-----------------------------------------------------+
| Ring buffer 3 |
+-----------------------------------------------------+
|
v
+-----------------------------------------------------+
| AUX Ring buffer 3 |
+-----------------------------------------------------+
T1: Thread 1; T2: Thread 2; T3: Thread 3
x: Thread is in running state
Figure 8. AUX ring buffer for system wide mode
3.2 AUX event
719-760일반 ring buffer의 `perf_output_begin()`과 `perf_output_end()`에 대응해 `perf_aux_output_begin()`과 `perf_aux_output_end()`이 AUX buffer의 hardware trace data 처리를 담당합니다.
하드웨어가 AUX ring buffer에 trace data를 저장하면 PMU driver는 `pmu::stop()` callback으로 추적을 중지합니다. AUX buffer에도 앞서 설명한 메모리 동기화가 필요합니다. 특히 trace data가 외부에 보인 뒤 head를 갱신하도록 하는 write barrier B는 AUX buffer를 관리하는 PMU driver가 구현해야 합니다.
그 뒤 `pmu::stop()`은 안전하게 `perf_aux_output_end()`를 호출해 두 작업을 마칩니다.
일반 buffer의 메타데이터와 AUX buffer의 사용량을 함께 갱신합니다.
마지막에 PMU driver가 하드웨어 추적을 다시 시작합니다. 일시 중지 동안 trace data가 손실되어 decoding 단계에 불연속이 생깁니다.
`PERF_RECORD_AUX`는 커널이 처리하는 AUX event이지만 perf file에 AUX trace data를 저장하기 위한 정보는 부족합니다. perf 도구는 AUX buffer의 데이터를 perf data file로 복사할 때 `PERF_RECORD_AUXTRACE` event를 합성합니다. 이것은 kernel ABI가 아니라 perf 도구가 저장된 AUX 구간을 설명하기 위해 정의한 형식입니다.
이후 perf는 `PERF_RECORD_AUXTRACE`를 바탕으로 perf file에서 AUX trace data를 읽고, `PERF_RECORD_AUX`와 시간 순서를 연계해 데이터 구간을 decode합니다.
3.2 AUX events
--------------
Similar to ``perf_output_begin()`` and ``perf_output_end()``'s working for the
regular ring buffer, ``perf_aux_output_begin()`` and ``perf_aux_output_end()``
serve for the AUX ring buffer for processing the hardware trace data.
Once the hardware trace data is stored into the AUX ring buffer, the PMU
driver will stop hardware tracing by calling the ``pmu::stop()`` callback.
Similar to the regular ring buffer, the AUX ring buffer needs to apply
the memory synchronization mechanism as discussed in the section
:ref:`memory_synchronization`. Since the AUX ring buffer is managed by the
PMU driver, the barrier (B), which is a writing barrier to ensure the trace
data is externally visible prior to updating the head pointer, is asked
to be implemented in the PMU driver.
Then ``pmu::stop()`` can safely call the ``perf_aux_output_end()`` function to
finish two things:
- It fills an event ``PERF_RECORD_AUX`` into the regular ring buffer, this
event delivers the information of the start address and data size for a
chunk of hardware trace data has been stored into the AUX ring buffer;
- Since the hardware trace driver has stored new trace data into the AUX
ring buffer, the argument *size* indicates how many bytes have been
consumed by the hardware tracing, thus ``perf_aux_output_end()`` updates the
header pointer ``perf_buffer::aux_head`` to reflect the latest buffer usage.
At the end, the PMU driver will restart hardware tracing. During this
temporary suspending period, it will lose hardware trace data, which
will introduce a discontinuity during decoding phase.
The event ``PERF_RECORD_AUX`` presents an AUX event which is handled in the
kernel, but it lacks the information for saving the AUX trace data in
the perf file. When the perf tool copies the trace data from AUX ring
buffer to the perf data file, it synthesizes a ``PERF_RECORD_AUXTRACE``
event which is not a kernel ABI, it's defined by the perf tool to describe
which portion of data in the AUX ring buffer is saved. Afterwards, the perf
tool reads out the AUX trace data from the perf file based on the
``PERF_RECORD_AUXTRACE`` events, and the ``PERF_RECORD_AUX`` event is used to
decode a chunk of data by correlating with time order.
3.3 Snapshot 모드
761-830perf의 AUX ring buffer snapshot 모드는 사용자가 관심 있는 특정 시점의 AUX trace data만 기록합니다. 다음 예시는 Arm CoreSight로 1초 간격 snapshot을 얻습니다.
perf record -e cs_etm//u -S -a program &
PERFPID=$!
while true; do
kill -USR2 $PERFPID
sleep 1
done
free-run 추적을 잠시 멈추고 AUX 데이터를 파일에 보존한 뒤 다시 시작합니다.
snapshot 모드에서 perf는 `perf_event_mmap_page::aux_head`만 접근하고 `aux_tail`은 건드리지 않습니다. free-run 중 AUX ring buffer가 overflow할 수 있어 tail이 유용하지 않기 때문입니다.
대신 `auxtrace_record::find_snapshot()` callback이 AUX ring buffer의 wrap-around 여부를 판단하고, trace data 크기 계산에 사용할 AUX head를 보정합니다.
buffer는 per-thread, per-CPU, system-wide로 배치될 수 있으며 snapshot은 어느 모드에도 적용할 수 있습니다.
snapshot 시점의 각 CPU별 `aux_head`까지를 독립적으로 고정해 읽습니다.
3.3 Snapshot mode
-----------------
Perf supports snapshot mode for AUX ring buffer, in this mode, users
only record AUX trace data at a specific time point which users are
interested in. E.g. below gives an example of how to take snapshots
with 1 second interval with Arm CoreSight::
perf record -e cs_etm//u -S -a program &
PERFPID=$!
while true; do
kill -USR2 $PERFPID
sleep 1
done
The main flow for snapshot mode is:
- Before a snapshot is taken, the AUX ring buffer acts in free run mode.
During free run mode the perf doesn't record any of the AUX events and
trace data;
- Once the perf tool receives the *USR2* signal, it triggers the callback
function ``auxtrace_record::snapshot_start()`` to deactivate hardware
tracing. The kernel driver then populates the AUX ring buffer with the
hardware trace data, and the event ``PERF_RECORD_AUX`` is stored in the
regular ring buffer;
- Then perf tool takes a snapshot, ``record__read_auxtrace_snapshot()``
reads out the hardware trace data from the AUX ring buffer and saves it
into perf data file;
- After the snapshot is finished, ``auxtrace_record::snapshot_finish()``
restarts the PMU event for AUX tracing.
The perf only accesses the head pointer ``perf_event_mmap_page::aux_head``
in snapshot mode and doesn’t touch tail pointer ``aux_tail``, this is
because the AUX ring buffer can overflow in free run mode, the tail
pointer is useless in this case. Alternatively, the callback
``auxtrace_record::find_snapshot()`` is introduced for making the decision
of whether the AUX ring buffer has been wrapped around or not, at the
end it fixes up the AUX buffer's head which are used to calculate the
trace data size.
As we know, the buffers' deployment can be per-thread mode, per-CPU
mode, or system wide mode, and the snapshot can be applied to any of
these modes. Below is an example of taking snapshot with system wide
mode.
::
Snapshot is taken
|
v
+------------------------+
| AUX Ring buffer 0 | <- aux_head
+------------------------+
v
+--------------------------------+
| AUX Ring buffer 1 | <- aux_head
+--------------------------------+
v
+--------------------------------------------+
| AUX Ring buffer 2 | <- aux_head
+--------------------------------------------+
v
+---------------------------------------+
| AUX Ring buffer 3 | <- aux_head
+---------------------------------------+
Figure 9. Snapshot with system wide mode
요약·해설
perf_ring_buffer.rst:1-830일반 perf ring buffer는 커널이 record를 생산하고 사용자 공간 perf가 소비하는 공유 메모리 큐이며, CPU·thread mapping에 따라 buffer 수와 수집 범위가 달라집니다. 정확성의 핵심은 `data_head`와 `data_tail`을 공개하는 A~D 메모리 순서이고, AUX ring buffer는 같은 관리 원리를 사용하면서 하드웨어가 trace data를 직접 기록합니다. 분석할 때는 일반 buffer의 `PERF_RECORD_AUX`, perf 파일의 `PERF_RECORD_AUXTRACE`, 실제 AUX 데이터 세 층을 구분해야 합니다.