Add resctrl collector - #3797
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Expose the Linux resctrl monitoring counters (Intel RDT, AMD PQoS, ARM MPAM): per L3 domain memory bandwidth (mbm_total_bytes, mbm_local_bytes) and last level cache occupancy (llc_occupancy). Parsing is done by the procfs resctrlfs package. The collector is disabled by default because the resctrl filesystem must be mounted first (mount -t resctrl resctrl /sys/fs/resctrl). The mountpoint is configurable via --collector.resctrl.path. Counters a CPU does not support (for example mbm_local_bytes on Arm MPAM) or that read "Unavailable" are skipped per sample. The hardware counters wrap; Prometheus treats the wrap as a counter reset, so no correction is applied. Depends on a procfs release that contains the resctrlfs package. Signed-off-by: René Treffer <treffer@measite.de>
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Expose the Linux resctrl monitoring counters (Intel RDT, AMD PQoS, ARM MPAM): per L3 domain memory bandwidth (mbm_total_bytes, mbm_local_bytes) and last level cache occupancy (llc_occupancy). Parsing is done by the procfs resctrlfs package.
The collector is disabled by default because the resctrl filesystem must be mounted first (mount -t resctrl resctrl /sys/fs/resctrl). The mountpoint is configurable via --collector.resctrl.path.
Counters a CPU does not support (for example mbm_local_bytes on Arm MPAM) or that read "Unavailable" are skipped per sample. The hardware counters wrap; Prometheus treats the wrap as a counter reset, so no correction is applied.
Depends on a procfs release that contains the resctrlfs package (prometheus/procfs#862).
Signed-off-by: René Treffer treffer@measite.de
Reviewers
AI disclosure: This code was written with the help of AI.
I have read through the code and verified that it works
Here is a snippet showing the metrics as exported by
node_exporterbuilt against prometheus/procfs#862You can use
sum by (instance,node) (rate(node_resctrl_memory_bandwidth_bytes_total{scope="total"}[1m]))to get an estimate of the data transferred between memory and CPU.This is particularly interesting for workloads like CPU inference, in-memory databases or vector databases.
Caveats: The
totalvalue is only available if memory access happened. The metric won't be available on every scrape. We could cache the latest value if this is an issue.