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 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. Regards, Bharata.
