| Message ID | 20240104004452.324068-1-hao.xiang@bytedance.com (mailing list archive) |
|---|---|
| Headers | show |
| Series | Use Intel DSA accelerator to offload zero page checking in multifd live migration. | expand |
On 2024/1/4 8:44, Hao Xiang wrote: > v3 > * Rebase on top of 7425b6277f12e82952cede1f531bfc689bf77fb1. > * Fix error/warning from checkpatch.pl > * Fix use-after-free bug when multifd-dsa-accel option is not set. > * Handle error from dsa_init and correctly propogate the error. > * Remove unnecessary call to dsa_stop. > * Detect availability of DSA feature at compile time. > * Implement a generic batch_task structure and a DSA specific one dsa_batch_task. > * Remove all exit() calls and propagate errors correctly. > * Use bytes instead of page count to configure multifd-packet-size option. > > v2 > * Rebase on top of 3e01f1147a16ca566694b97eafc941d62fa1e8d8. > * Leave Juan's changes in their original form instead of squashing them. > * Add a new commit to refactor the multifd_send_thread function to prepare for introducing the DSA offload functionality. > * Use page count to configure multifd-packet-size option. > * Don't use the FLAKY flag in DSA tests. > * Test if DSA integration test is setup correctly and skip the test if > * not. > * Fixed broken link in the previous patch cover. > > * Background: > > I posted an RFC about DSA offloading in QEMU: > https://patchew.org/QEMU/20230529182001.2232069-1-hao.xiang@bytedance.com/ > > This patchset implements the DSA offloading on zero page checking in > multifd live migration code path. > > * Overview: > > Intel Data Streaming Accelerator(DSA) is introduced in Intel's 4th generation > Xeon server, aka Sapphire Rapids. > https://cdrdv2-public.intel.com/671116/341204-intel-data-streaming-accelerator-spec.pdf > https://www.intel.com/content/www/us/en/content-details/759709/intel-data-streaming-accelerator-user-guide.html > One of the things DSA can do is to offload memory comparison workload from > CPU to DSA accelerator hardware. This patchset implements a solution to offload > QEMU's zero page checking from CPU to DSA accelerator hardware. We gain > two benefits from this change: > 1. Reduces CPU usage in multifd live migration workflow across all use > cases. > 2. Reduces migration total time in some use cases. > > * Design: > > These are the logical steps to perform DSA offloading: > 1. Configure DSA accelerators and create user space openable DSA work > queues via the idxd driver. > 2. Map DSA's work queue into a user space address space. > 3. Fill an in-memory task descriptor to describe the memory operation. > 4. Use dedicated CPU instruction _enqcmd to queue a task descriptor to > the work queue. > 5. Pull the task descriptor's completion status field until the task > completes. > 6. Check return status. > > The memory operation is now totally done by the accelerator hardware but > the new workflow introduces overheads. The overhead is the extra cost CPU > prepares and submits the task descriptors and the extra cost CPU pulls for > completion. The design is around minimizing these two overheads. > > 1. In order to reduce the overhead on task preparation and submission, > we use batch descriptors. A batch descriptor will contain N individual > zero page checking tasks where the default N is 128 (default packet size > / page size) and we can increase N by setting the packet size via a new > migration option. > 2. The multifd sender threads prepares and submits batch tasks to DSA > hardware and it waits on a synchronization object for task completion. > Whenever a DSA task is submitted, the task structure is added to a > thread safe queue. It's safe to have multiple multifd sender threads to > submit tasks concurrently. > 3. Multiple DSA hardware devices can be used. During multifd initialization, > every sender thread will be assigned a DSA device to work with. We > use a round-robin scheme to evenly distribute the work across all used > DSA devices. > 4. Use a dedicated thread dsa_completion to perform busy pulling for all > DSA task completions. The thread keeps dequeuing DSA tasks from the > thread safe queue. The thread blocks when there is no outstanding DSA > task. When pulling for completion of a DSA task, the thread uses CPU > instruction _mm_pause between the iterations of a busy loop to save some > CPU power as well as optimizing core resources for the other hypercore. > 5. DSA accelerator can encounter errors. The most popular error is a > page fault. We have tested using devices to handle page faults but > performance is bad. Right now, if DSA hits a page fault, we fallback to > use CPU to complete the rest of the work. The CPU fallback is done in > the multifd sender thread. > 6. Added a new migration option multifd-dsa-accel to set the DSA device > path. If set, the multifd workflow will leverage the DSA devices for > offloading. > 7. Added a new migration option multifd-normal-page-ratio to make > multifd live migration easier to test. Setting a normal page ratio will > make live migration recognize a zero page as a normal page and send > the entire payload over the network. If we want to send a large network > payload and analyze throughput, this option is useful. > 8. Added a new migration option multifd-packet-size. This can increase > the number of pages being zero page checked and sent over the network. > The extra synchronization between the sender threads and the dsa > completion thread is an overhead. Using a large packet size can reduce > that overhead. > > * Performance: > > We use two Intel 4th generation Xeon servers for testing. > > Architecture: x86_64 > CPU(s): 192 > Thread(s) per core: 2 > Core(s) per socket: 48 > Socket(s): 2 > NUMA node(s): 2 > Vendor ID: GenuineIntel > CPU family: 6 > Model: 143 > Model name: Intel(R) Xeon(R) Platinum 8457C > Stepping: 8 > CPU MHz: 2538.624 > CPU max MHz: 3800.0000 > CPU min MHz: 800.0000 > > We perform multifd live migration with below setup: > 1. VM has 100GB memory. > 2. Use the new migration option multifd-set-normal-page-ratio to control the total > size of the payload sent over the network. > 3. Use 8 multifd channels. > 4. Use tcp for live migration. > 4. Use CPU to perform zero page checking as the baseline. > 5. Use one DSA device to offload zero page checking to compare with the baseline. > 6. Use "perf sched record" and "perf sched timehist" to analyze CPU usage. > The scenarios you tested are relatively special scenarios. It looks like there are some gains. So is there a normal live migration task scenario for testing? For example, a VM with 16GB memory. The VM has been running the task for a long time. There won't be many zero pages in the VM. Does the additional system overhead of using DSA outweigh the benefits? > A) Scenario 1: 50% (50GB) normal pages on an 100GB vm. > > CPU usage > > |---------------|---------------|---------------|---------------| > | |comm |runtime(msec) |totaltime(msec)| > |---------------|---------------|---------------|---------------| > |Baseline |live_migration |5657.58 | | > | |multifdsend_0 |3931.563 | | > | |multifdsend_1 |4405.273 | | > | |multifdsend_2 |3941.968 | | > | |multifdsend_3 |5032.975 | | > | |multifdsend_4 |4533.865 | | > | |multifdsend_5 |4530.461 | | > | |multifdsend_6 |5171.916 | | > | |multifdsend_7 |4722.769 |41922 | > |---------------|---------------|---------------|---------------| > |DSA |live_migration |6129.168 | | > | |multifdsend_0 |2954.717 | | > | |multifdsend_1 |2766.359 | | > | |multifdsend_2 |2853.519 | | > | |multifdsend_3 |2740.717 | | > | |multifdsend_4 |2824.169 | | > | |multifdsend_5 |2966.908 | | > | |multifdsend_6 |2611.137 | | > | |multifdsend_7 |3114.732 | | > | |dsa_completion |3612.564 |32568 | > |---------------|---------------|---------------|---------------| > > Baseline total runtime is calculated by adding up all multifdsend_X > and live_migration threads runtime. DSA offloading total runtime is > calculated by adding up all multifdsend_X, live_migration and > dsa_completion threads runtime. 41922 msec VS 32568 msec runtime and > that is 23% total CPU usage savings. > > Latency > |---------------|---------------|---------------|---------------|---------------|---------------| > | |total time |down time |throughput |transferred-ram|total-ram | > |---------------|---------------|---------------|---------------|---------------|---------------| > |Baseline |10343 ms |161 ms |41007.00 mbps |51583797 kb |102400520 kb | > |---------------|---------------|---------------|---------------|-------------------------------| > |DSA offload |9535 ms |135 ms |46554.40 mbps |53947545 kb |102400520 kb | > |---------------|---------------|---------------|---------------|---------------|---------------| > > Total time is 8% faster and down time is 16% faster. > > B) Scenario 2: 100% (100GB) zero pages on an 100GB vm. > > CPU usage > |---------------|---------------|---------------|---------------| > | |comm |runtime(msec) |totaltime(msec)| > |---------------|---------------|---------------|---------------| > |Baseline |live_migration |4860.718 | | > | |multifdsend_0 |748.875 | | > | |multifdsend_1 |898.498 | | > | |multifdsend_2 |787.456 | | > | |multifdsend_3 |764.537 | | > | |multifdsend_4 |785.687 | | > | |multifdsend_5 |756.941 | | > | |multifdsend_6 |774.084 | | > | |multifdsend_7 |782.900 |11154 | > |---------------|---------------|-------------------------------| > |DSA offloading |live_migration |3846.976 | | > | |multifdsend_0 |191.880 | | > | |multifdsend_1 |166.331 | | > | |multifdsend_2 |168.528 | | > | |multifdsend_3 |197.831 | | > | |multifdsend_4 |169.580 | | > | |multifdsend_5 |167.984 | | > | |multifdsend_6 |198.042 | | > | |multifdsend_7 |170.624 | | > | |dsa_completion |3428.669 |8700 | > |---------------|---------------|---------------|---------------| > > Baseline total runtime is 11154 msec and DSA offloading total runtime is > 8700 msec. That is 22% CPU savings. > > Latency > |--------------------------------------------------------------------------------------------| > | |total time |down time |throughput |transferred-ram|total-ram | > |---------------|---------------|---------------|---------------|---------------|------------| > |Baseline |4867 ms |20 ms |1.51 mbps |565 kb |102400520 kb| > |---------------|---------------|---------------|---------------|----------------------------| > |DSA offload |3888 ms |18 ms |1.89 mbps |565 kb |102400520 kb| > |---------------|---------------|---------------|---------------|---------------|------------| > > Total time 20% faster and down time 10% faster. > > * Testing: > > 1. Added unit tests for cover the added code path in dsa.c > 2. Added integration tests to cover multifd live migration using DSA > offloading. > > * Patchset > > Apply this patchset on top of commit > 7425b6277f12e82952cede1f531bfc689bf77fb1 > > Hao Xiang (16): > meson: Introduce new instruction set enqcmd to the build system. > util/dsa: Add dependency idxd. > util/dsa: Implement DSA device start and stop logic. > util/dsa: Implement DSA task enqueue and dequeue. > util/dsa: Implement DSA task asynchronous completion thread model. > util/dsa: Implement zero page checking in DSA task. > util/dsa: Implement DSA task asynchronous submission and wait for > completion. > migration/multifd: Add new migration option for multifd DSA > offloading. > migration/multifd: Prepare to introduce DSA acceleration on the > multifd path. > migration/multifd: Enable DSA offloading in multifd sender path. > migration/multifd: Add test hook to set normal page ratio. > migration/multifd: Enable set normal page ratio test hook in multifd. > migration/multifd: Add migration option set packet size. > migration/multifd: Enable set packet size migration option. > util/dsa: Add unit test coverage for Intel DSA task submission and > completion. > migration/multifd: Add integration tests for multifd with Intel DSA > offloading. > > Juan Quintela (4): > multifd: Add capability to enable/disable zero_page > multifd: Support for zero pages transmission > multifd: Zero pages transmission > So we use multifd to transmit zero pages. > > include/qemu/dsa.h | 175 +++++ > linux-headers/linux/idxd.h | 356 ++++++++++ > meson.build | 14 + > meson_options.txt | 2 + > migration/migration-hmp-cmds.c | 22 + > migration/multifd-zlib.c | 6 +- > migration/multifd-zstd.c | 6 +- > migration/multifd.c | 218 +++++- > migration/multifd.h | 27 +- > migration/options.c | 114 ++++ > migration/options.h | 4 + > migration/ram.c | 45 +- > migration/trace-events | 8 +- > qapi/migration.json | 62 +- > scripts/meson-buildoptions.sh | 3 + > tests/qtest/migration-test.c | 77 ++- > tests/unit/meson.build | 6 + > tests/unit/test-dsa.c | 475 +++++++++++++ > util/dsa.c | 1170 ++++++++++++++++++++++++++++++++ > util/meson.build | 1 + > 20 files changed, 2749 insertions(+), 42 deletions(-) > create mode 100644 include/qemu/dsa.h > create mode 100644 linux-headers/linux/idxd.h > create mode 100644 tests/unit/test-dsa.c > create mode 100644 util/dsa.c >
v3 * Rebase on top of 7425b6277f12e82952cede1f531bfc689bf77fb1. * Fix error/warning from checkpatch.pl * Fix use-after-free bug when multifd-dsa-accel option is not set. * Handle error from dsa_init and correctly propogate the error. * Remove unnecessary call to dsa_stop. * Detect availability of DSA feature at compile time. * Implement a generic batch_task structure and a DSA specific one dsa_batch_task. * Remove all exit() calls and propagate errors correctly. * Use bytes instead of page count to configure multifd-packet-size option. v2 * Rebase on top of 3e01f1147a16ca566694b97eafc941d62fa1e8d8. * Leave Juan's changes in their original form instead of squashing them. * Add a new commit to refactor the multifd_send_thread function to prepare for introducing the DSA offload functionality. * Use page count to configure multifd-packet-size option. * Don't use the FLAKY flag in DSA tests. * Test if DSA integration test is setup correctly and skip the test if * not. * Fixed broken link in the previous patch cover. * Background: I posted an RFC about DSA offloading in QEMU: https://patchew.org/QEMU/20230529182001.2232069-1-hao.xiang@bytedance.com/ This patchset implements the DSA offloading on zero page checking in multifd live migration code path. * Overview: Intel Data Streaming Accelerator(DSA) is introduced in Intel's 4th generation Xeon server, aka Sapphire Rapids. https://cdrdv2-public.intel.com/671116/341204-intel-data-streaming-accelerator-spec.pdf https://www.intel.com/content/www/us/en/content-details/759709/intel-data-streaming-accelerator-user-guide.html One of the things DSA can do is to offload memory comparison workload from CPU to DSA accelerator hardware. This patchset implements a solution to offload QEMU's zero page checking from CPU to DSA accelerator hardware. We gain two benefits from this change: 1. Reduces CPU usage in multifd live migration workflow across all use cases. 2. Reduces migration total time in some use cases. * Design: These are the logical steps to perform DSA offloading: 1. Configure DSA accelerators and create user space openable DSA work queues via the idxd driver. 2. Map DSA's work queue into a user space address space. 3. Fill an in-memory task descriptor to describe the memory operation. 4. Use dedicated CPU instruction _enqcmd to queue a task descriptor to the work queue. 5. Pull the task descriptor's completion status field until the task completes. 6. Check return status. The memory operation is now totally done by the accelerator hardware but the new workflow introduces overheads. The overhead is the extra cost CPU prepares and submits the task descriptors and the extra cost CPU pulls for completion. The design is around minimizing these two overheads. 1. In order to reduce the overhead on task preparation and submission, we use batch descriptors. A batch descriptor will contain N individual zero page checking tasks where the default N is 128 (default packet size / page size) and we can increase N by setting the packet size via a new migration option. 2. The multifd sender threads prepares and submits batch tasks to DSA hardware and it waits on a synchronization object for task completion. Whenever a DSA task is submitted, the task structure is added to a thread safe queue. It's safe to have multiple multifd sender threads to submit tasks concurrently. 3. Multiple DSA hardware devices can be used. During multifd initialization, every sender thread will be assigned a DSA device to work with. We use a round-robin scheme to evenly distribute the work across all used DSA devices. 4. Use a dedicated thread dsa_completion to perform busy pulling for all DSA task completions. The thread keeps dequeuing DSA tasks from the thread safe queue. The thread blocks when there is no outstanding DSA task. When pulling for completion of a DSA task, the thread uses CPU instruction _mm_pause between the iterations of a busy loop to save some CPU power as well as optimizing core resources for the other hypercore. 5. DSA accelerator can encounter errors. The most popular error is a page fault. We have tested using devices to handle page faults but performance is bad. Right now, if DSA hits a page fault, we fallback to use CPU to complete the rest of the work. The CPU fallback is done in the multifd sender thread. 6. Added a new migration option multifd-dsa-accel to set the DSA device path. If set, the multifd workflow will leverage the DSA devices for offloading. 7. Added a new migration option multifd-normal-page-ratio to make multifd live migration easier to test. Setting a normal page ratio will make live migration recognize a zero page as a normal page and send the entire payload over the network. If we want to send a large network payload and analyze throughput, this option is useful. 8. Added a new migration option multifd-packet-size. This can increase the number of pages being zero page checked and sent over the network. The extra synchronization between the sender threads and the dsa completion thread is an overhead. Using a large packet size can reduce that overhead. * Performance: We use two Intel 4th generation Xeon servers for testing. Architecture: x86_64 CPU(s): 192 Thread(s) per core: 2 Core(s) per socket: 48 Socket(s): 2 NUMA node(s): 2 Vendor ID: GenuineIntel CPU family: 6 Model: 143 Model name: Intel(R) Xeon(R) Platinum 8457C Stepping: 8 CPU MHz: 2538.624 CPU max MHz: 3800.0000 CPU min MHz: 800.0000 We perform multifd live migration with below setup: 1. VM has 100GB memory. 2. Use the new migration option multifd-set-normal-page-ratio to control the total size of the payload sent over the network. 3. Use 8 multifd channels. 4. Use tcp for live migration. 4. Use CPU to perform zero page checking as the baseline. 5. Use one DSA device to offload zero page checking to compare with the baseline. 6. Use "perf sched record" and "perf sched timehist" to analyze CPU usage. A) Scenario 1: 50% (50GB) normal pages on an 100GB vm. CPU usage |---------------|---------------|---------------|---------------| | |comm |runtime(msec) |totaltime(msec)| |---------------|---------------|---------------|---------------| |Baseline |live_migration |5657.58 | | | |multifdsend_0 |3931.563 | | | |multifdsend_1 |4405.273 | | | |multifdsend_2 |3941.968 | | | |multifdsend_3 |5032.975 | | | |multifdsend_4 |4533.865 | | | |multifdsend_5 |4530.461 | | | |multifdsend_6 |5171.916 | | | |multifdsend_7 |4722.769 |41922 | |---------------|---------------|---------------|---------------| |DSA |live_migration |6129.168 | | | |multifdsend_0 |2954.717 | | | |multifdsend_1 |2766.359 | | | |multifdsend_2 |2853.519 | | | |multifdsend_3 |2740.717 | | | |multifdsend_4 |2824.169 | | | |multifdsend_5 |2966.908 | | | |multifdsend_6 |2611.137 | | | |multifdsend_7 |3114.732 | | | |dsa_completion |3612.564 |32568 | |---------------|---------------|---------------|---------------| Baseline total runtime is calculated by adding up all multifdsend_X and live_migration threads runtime. DSA offloading total runtime is calculated by adding up all multifdsend_X, live_migration and dsa_completion threads runtime. 41922 msec VS 32568 msec runtime and that is 23% total CPU usage savings. Latency |---------------|---------------|---------------|---------------|---------------|---------------| | |total time |down time |throughput |transferred-ram|total-ram | |---------------|---------------|---------------|---------------|---------------|---------------| |Baseline |10343 ms |161 ms |41007.00 mbps |51583797 kb |102400520 kb | |---------------|---------------|---------------|---------------|-------------------------------| |DSA offload |9535 ms |135 ms |46554.40 mbps |53947545 kb |102400520 kb | |---------------|---------------|---------------|---------------|---------------|---------------| Total time is 8% faster and down time is 16% faster. B) Scenario 2: 100% (100GB) zero pages on an 100GB vm. CPU usage |---------------|---------------|---------------|---------------| | |comm |runtime(msec) |totaltime(msec)| |---------------|---------------|---------------|---------------| |Baseline |live_migration |4860.718 | | | |multifdsend_0 |748.875 | | | |multifdsend_1 |898.498 | | | |multifdsend_2 |787.456 | | | |multifdsend_3 |764.537 | | | |multifdsend_4 |785.687 | | | |multifdsend_5 |756.941 | | | |multifdsend_6 |774.084 | | | |multifdsend_7 |782.900 |11154 | |---------------|---------------|-------------------------------| |DSA offloading |live_migration |3846.976 | | | |multifdsend_0 |191.880 | | | |multifdsend_1 |166.331 | | | |multifdsend_2 |168.528 | | | |multifdsend_3 |197.831 | | | |multifdsend_4 |169.580 | | | |multifdsend_5 |167.984 | | | |multifdsend_6 |198.042 | | | |multifdsend_7 |170.624 | | | |dsa_completion |3428.669 |8700 | |---------------|---------------|---------------|---------------| Baseline total runtime is 11154 msec and DSA offloading total runtime is 8700 msec. That is 22% CPU savings. Latency |--------------------------------------------------------------------------------------------| | |total time |down time |throughput |transferred-ram|total-ram | |---------------|---------------|---------------|---------------|---------------|------------| |Baseline |4867 ms |20 ms |1.51 mbps |565 kb |102400520 kb| |---------------|---------------|---------------|---------------|----------------------------| |DSA offload |3888 ms |18 ms |1.89 mbps |565 kb |102400520 kb| |---------------|---------------|---------------|---------------|---------------|------------| Total time 20% faster and down time 10% faster. * Testing: 1. Added unit tests for cover the added code path in dsa.c 2. Added integration tests to cover multifd live migration using DSA offloading. * Patchset Apply this patchset on top of commit 7425b6277f12e82952cede1f531bfc689bf77fb1 Hao Xiang (16): meson: Introduce new instruction set enqcmd to the build system. util/dsa: Add dependency idxd. util/dsa: Implement DSA device start and stop logic. util/dsa: Implement DSA task enqueue and dequeue. util/dsa: Implement DSA task asynchronous completion thread model. util/dsa: Implement zero page checking in DSA task. util/dsa: Implement DSA task asynchronous submission and wait for completion. migration/multifd: Add new migration option for multifd DSA offloading. migration/multifd: Prepare to introduce DSA acceleration on the multifd path. migration/multifd: Enable DSA offloading in multifd sender path. migration/multifd: Add test hook to set normal page ratio. migration/multifd: Enable set normal page ratio test hook in multifd. migration/multifd: Add migration option set packet size. migration/multifd: Enable set packet size migration option. util/dsa: Add unit test coverage for Intel DSA task submission and completion. migration/multifd: Add integration tests for multifd with Intel DSA offloading. Juan Quintela (4): multifd: Add capability to enable/disable zero_page multifd: Support for zero pages transmission multifd: Zero pages transmission So we use multifd to transmit zero pages. include/qemu/dsa.h | 175 +++++ linux-headers/linux/idxd.h | 356 ++++++++++ meson.build | 14 + meson_options.txt | 2 + migration/migration-hmp-cmds.c | 22 + migration/multifd-zlib.c | 6 +- migration/multifd-zstd.c | 6 +- migration/multifd.c | 218 +++++- migration/multifd.h | 27 +- migration/options.c | 114 ++++ migration/options.h | 4 + migration/ram.c | 45 +- migration/trace-events | 8 +- qapi/migration.json | 62 +- scripts/meson-buildoptions.sh | 3 + tests/qtest/migration-test.c | 77 ++- tests/unit/meson.build | 6 + tests/unit/test-dsa.c | 475 +++++++++++++ util/dsa.c | 1170 ++++++++++++++++++++++++++++++++ util/meson.build | 1 + 20 files changed, 2749 insertions(+), 42 deletions(-) create mode 100644 include/qemu/dsa.h create mode 100644 linux-headers/linux/idxd.h create mode 100644 tests/unit/test-dsa.c create mode 100644 util/dsa.c