On 28-Mar-24 11:33 AM, Huang, Ying wrote: > Bharata B Rao <bharata@xxxxxxx> writes: > >> On 28-Mar-24 11:05 AM, Huang, Ying wrote: >>> Bharata B Rao <bharata@xxxxxxx> writes: >>> >>>> In order to check how efficiently the existing NUMA balancing >>>> based hot page promotion mechanism can detect hot regions and >>>> promote pages for workloads with large memory footprints, I >>>> wrote and tested a program that allocates huge amount of >>>> memory but routinely touches only small parts of it. >>>> >>>> This microbenchmark provisions memory both on DRAM node and CXL node. >>>> It then divides the entire allocated memory into chunks of smaller >>>> size and randomly choses a chunk for generating memory accesses. >>>> Each chunk is then accessed for a fixed number of iterations to >>>> create the notion of hotness. Within each chunk, the individual >>>> pages at 4K granularity are again accessed in random fashion. >>>> >>>> When a chunk is taken up for access in this manner, its pages >>>> can either be residing on DRAM or CXL. In the latter case, the NUMA >>>> balancing driven hot page promotion logic is expected to detect and >>>> promote the hot pages that reside on CXL. >>>> >>>> The experiment was conducted on a 2P AMD Bergamo system that has >>>> CXL as the 3rd node. >>>> >>>> $ numactl -H >>>> available: 3 nodes (0-2) >>>> node 0 cpus: 0-127,256-383 >>>> node 0 size: 128054 MB >>>> node 1 cpus: 128-255,384-511 >>>> node 1 size: 128880 MB >>>> node 2 cpus: >>>> node 2 size: 129024 MB >>>> node distances: >>>> node 0 1 2 >>>> 0: 10 32 60 >>>> 1: 32 10 50 >>>> 2: 255 255 10 >>>> >>>> It is seen that number of pages that get promoted is really low and >>>> the reason for it happens to be that the NUMA hint fault latency turns >>>> out to be much higher than the hot threshold most of the times. Here >>>> are a few latency and threshold sample values captured from >>>> should_numa_migrate_memory() routine when the benchmark was run: >>>> >>>> latency threshold (in ms) >>>> 20620 1125 >>>> 56185 1125 >>>> 98710 1250 >>>> 148871 1375 >>>> 182891 1625 >>>> 369415 1875 >>>> 630745 2000 >>> >>> The access latency of your workload is 20s to 630s, which appears too >>> long. Can you try to increase the range of threshold to deal with that? >>> For example, >>> >>> echo 100000 > /sys/kernel/debug/sched/numa_balancing/hot_threshold_ms >> >> That of course should help. But I was exploring alternatives where the >> notion of hotness can be de-linked from the absolute scanning time to > > In fact, only relative time from scan to hint fault is recorded and > calculated, we have only limited bits. > >> the extent possible. For large memory workloads where only parts of memory >> get accessed at once, the scanning time can lag from the actual access >> time significantly as the data above shows. Wondering if such cases can >> be addressed without having to be workload-specific. > > Does it really matter to promote the quite cold pages (accessed every > more than 20s)? And if so, how can we adjust the current algorithm to > cover that? I think that may be possible via extending the threshold > range. And I think that we can find some way to extending the range by > default if necessary. I don't think the pages are cold but rather the existing mechanism fails to categorize them as hot. This is because the pages were scanned way before the accesses start happening. When repeated accesses are made to a chunk of memory that has been scanned a while back, none of those accesses get classified as hot because the scan time is way behind the current access time. That's the reason we are seeing the value of latency ranging from 20s to 630s as shown above. Regards, Bharata.
