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# Metrics Description
## CPU (perf & turbostat-derived)
### Perf
Perf:Branches.*[count] β€” Number of branch instructions executed (cumulative counter).
Perf:Branch_Misses.*[count] β€” Number of branch prediction misses (cumulative counter).
Perf:Cycles.*[count] β€” CPU cycles executed (cumulative counter).
Perf:Instructions.*[count] β€” Instructions retired (cumulative counter).
Perf:IPC.*[-] β€” Instructions per cycle (IPC). Typically computed or sampled (instantaneous / derived).
Perf:BranchUtilization.*[%] β€” Branch unit utilization percent (sampled/instant).
Perf:CacheUtilization.*[%] β€” Cache utilization percent (sampled/instant).
Perf:StallRatio.*[%] β€” Fraction of cycles spent stalled (sampled/instant).
Perf:OccupancyRatio.*[%] β€” Execution-unit occupancy/saturation percent (sampled/instant).
### Turbostat (per-core / package readings and derived)
Fields with \\<n\\> repeat per CPU core index. Fields with .- indicate package-level or special entries present in headers.
#### Avg_MHz (per-core)
Turbostat:Avg_MHz.\<n\>.*[MHz] β€” Average frequency of core \<n\> in the sample interval. (instant / sampled)
Turbostat:Avg_MHz.-.*[MHz] β€” Package-level / special average frequency entry. (instant)
#### Busy% (per-core)
Turbostat:Busy%.\<n\>.*[%] β€” Percent of sample interval core \<n\> was busy. (sampled)
Turbostat:Busy%.-.*[%] β€” Package-level / special Busy% entry. (sampled)
#### Bzy_MHz (per-core)
Turbostat:Bzy_MHz.\<n\>.*[MHz] β€” Effective frequency when core \<n\> was busy (MHz). (sampled / derived)
Turbostat:Bzy_MHz.-.*[MHz] β€” Aggregate / special entry. (sampled)
#### TSC_MHz (per-core)
Turbostat:TSC_MHz.\<n\>.*[MHz] β€” Timestamp Counter frequency estimate for core \<n\>. (sampled / diagnostic)
Turbostat:TSC_MHz.-.*[MHz] β€” Aggregate / special entry.
#### IRQ (per-core)
Turbostat:IRQ.\<n\>.*[count] β€” Number of interrupts handled by core \<n\> (cumulative counter).
Turbostat:IRQ.-.*[count] β€” Aggregate / special.
#### SMI (per-core)
Turbostat:SMI.\<n\>.*[count] β€” System Management Interrupts on core \<n\> (cumulative counter).
Turbostat:SMI.-.*[count] β€” Aggregate / special.
#### CPU C-state residency (per-core)
Turbostat:CPU%c1.\<n\>.*[%] β€” Percent time core \<n\> spent in C1 low-power state (sampled).
Turbostat:CPU%c1.-.*[%] β€” Aggregate / special.
Turbostat:CPU%c6.\<n\>.*[%] β€” Percent time core \<n\> spent in C6 deep low-power state (sampled).
Turbostat:CPU%c6.-.*[%] β€” Aggregate / special.
#### Core & Package temps / power / package state / utilization
Turbostat:CoreTmp.\<n\>.*[C] β€” Temperature of core \<n\> (Β°C). (sampled)
Turbostat:CoreTmp.-.*[C] β€” Aggregate / special core temperature. (sampled)
Turbostat:PkgTmp.\<n\>.*[C] β€” Package temperature reading (may appear for multiple package indices). (sampled)
Turbostat:PkgTmp.-.*[C] β€” Aggregate package temperature. (sampled)
Turbostat:Pkg%pc2.\<n\>.*[%] β€” Package time fraction spent in PC2 power state (percent). (sampled)
Turbostat:Pkg%pc6.\<n\>.*[%] β€” Package time fraction spent in PC6 power state (percent). (sampled)
Turbostat:PkgWatt.\<n\>.*[W] β€” Package-level power consumption (watts). (sampled)
Turbostat:RAMWatt.\<n\>.*[W] β€” RAM subsystem power (watts). (sampled)
Turbostat:PKG_%.\<n\>.*[%] β€” Package utilization percent (sampled/derived).
Turbostat:RAM_%.\<n\>.*[%] β€” RAM utilization percent (sampled/derived).
Note: header sometimes lists specific core indices (e.g., .0, .24), \<n\> generalizes these. Replace \<n\> with actual core index when referring to concrete columns.
#### CPU utilization (per core & average)
CPU:CPU\<n\>Utilization.*[%] β€” Utilization percent of CPU core \<n\> (sampled / instant).
AverageCPUUtilization.*[%] β€” Average CPU utilization across tracked cores (sampled / derived).
## Memory (perf-derived & /proc/meminfo style)
### Perf-derived memory metrics
Perf:Cache_Misses.*[count] β€” Cache misses (cumulative counter).
Perf:Cache_References.*[count] β€” Cache reference accesses (cumulative counter).
Perf:Cycle_activity_cycles_l3_miss.*[count] β€” Cycles lost due to L3 cache misses (cumulative counter).
Perf:Cycle_activity_stalls_l3_miss.*[count] β€” Stalls caused by L3 misses (cumulative counter).
Perf:Hle_retired_aborted.*[count] β€” HLE (hardware lock elision) aborted transactions (cumulative counter).
Perf:Hle_retired_commit.*[count] β€” HLE committed transactions (cumulative counter).
Perf:Mem_trans_retired_load_latency_gt_128.*[count] β€” Loads with latency \>128 cycles (cumulative counter).
Perf:Mem_trans_retired_load_latency_gt_256.*[count] β€” Loads with latency \>256 cycles (cumulative counter).
Perf:Mem-loads.*[count] β€” Memory load operations (cumulative counter).
Perf:Mem-stores.*[count] β€” Memory store operations (cumulative counter).
### Memory snapshot / /proc/meminfo-style fields (units in kB, typically instantaneous/sample):
Memory:Active.*[kB] β€” Amount of active (recently used) memory. (instant)
Memory:AnonHugePages.*[kB] β€” Anonymous hugepages memory. (instant)
Memory:AnonPages.*[kB] β€” Anonymous pages (non-file-backed). (instant)
Memory:Bounce.*[kB] β€” Bounce buffer memory used (DMA-related). (instant)
Memory:Buffers.*[kB] β€” Kernel buffers. (instant)
Memory:Cached.*[kB] β€” File pages cached in memory. (instant)
Memory:CommitLimit.*[kB] β€” Commit limit for virtual memory. (instant)
Memory:Committed_AS.*[kB] β€” Committed virtual memory. (instant)
Memory:DirectMap1G.*[kB] β€” 1 GiB direct-mapped pages. (instant)
Memory:DirectMap2M.*[kB] β€” 2 MiB direct-mapped pages. (instant)
Memory:DirectMap4k.*[kB] β€” 4 KiB direct-mapped pages. (instant)
Memory:Dirty.*[kB] β€” Pages waiting to be written to storage. (instant)
Memory:HardwareCorrupted.*[kB] β€” Memory marked as hardware-corrupted. (instant)
Memory:Hugepagesize.*[kB] β€” Hugepage size. (instant)
Memory:Hugetlb.*[kB] β€” hugetlb allocations. (instant)
Memory:Inactive.*[kB] β€” Inactive page cache. (instant)
Memory:KReclaimable.*[kB] β€” Kernel reclaimable memory. (instant)
Memory:KernelStack.*[kB] β€” Kernel stack usage. (instant)
Memory:Mapped.*[kB] β€” Mapped files/devices. (instant)
Memory:MemAvailable.*[kB] β€” Estimated available memory. (instant)
Memory:MemFree.*[kB] β€” Free physical memory. (instant)
Memory:MemTotal.*[kB] β€” Total physical memory. (instant)
Memory:Mlocked.*[kB] β€” Memory locked by mlock. (instant)
Memory:NFS_Unstable.*[kB] β€” NFS unstable writeback memory. (instant)
Memory:PageTables.*[kB] β€” Memory used by page tables. (instant)
Memory:SReclaimable.*[kB] β€” Reclaimable slab memory. (instant)
Memory:SUnreclaim.*[kB] β€” Unreclaimable slab memory. (instant)
Memory:Shmem.*[kB] β€” Shared memory usage. (instant)
Memory:ShmemHugePages.*[kB] β€” Shared memory hugepages. (instant)
Memory:ShmemPmdMapped.*[kB] β€” PMD-mapped shared memory. (instant)
Memory:Slab.*[kB] β€” Kernel slab usage. (instant)
Memory:SwapCached.*[kB] β€” Swap cached memory. (instant)
Memory:SwapFree.*[kB] β€” Free swap space. (instant)
Memory:SwapTotal.*[kB] β€” Total swap space. (instant)
Memory:Unevictable.*[kB] β€” Unevictable pages. (instant)
Memory:VmallocChunk.*[kB] β€” Largest contiguous vmalloc chunk. (instant)
Memory:VmallocTotal.*[kB] β€” Total vmalloc address space. (instant)
Memory:VmallocUsed.*[kB] β€” Vmalloc used. (instant)
Memory:Writeback.*[kB] β€” Currently writing back pages. (instant)
Memory:WritebackTmp.*[kB] β€” Temporary writeback usage. (instant)
Memory:MemoryUtilization.*[%] β€” Memory utilization percent (sampled/derived).
## Storage (Storage: prefix)
Storage:reads_completed_successfully.*[count] β€” Number of successful read operations (cumulative counter).
Storage:reads_merged.*[count] β€” Number of merged read requests (cumulative counter).
Storage:sectors_read.*[sectors] β€” Sectors read (cumulative counter). Multiply by sector size to get bytes.
Storage:writes_completed.*[count] β€” Number of successful write operations (cumulative counter).
Storage:writes_merged.*[count] β€” Number of merged write requests (cumulative counter).
Storage:sectors_written.*[sectors] β€” Sectors written (cumulative counter).
Storage:discards_completed_successfully.*[count] β€” Successful discard (trim) operations (cumulative counter).
Storage:discards_merged.*[count] β€” Merged discard requests (cumulative counter).
Storage:sectors_discarded.*[sectors] β€” Discarded sectors (cumulative).
Storage:time_spent_reading_(ms).*[ms] β€” Total milliseconds spent on reads in sample window (sampled/aggregate).
Storage:time_spent_writing_(ms).*[ms] β€” Total milliseconds spent on writes in sample window (sampled/aggregate).
Storage:I/Os_currently_in_progress.*[count] β€” Current number of I/O operations in progress (instant).
Storage:time_spent_doing_I/Os_(ms).*[ms] β€” Total milliseconds spent doing I/Os (sampled/aggregate).
Storage:weighted_time_spent_doing_I/Os_(ms).*[ms] β€” Weighted I/O time metric (sampled/aggregate).
Storage:time_spent_discarding.*[ms] β€” Milliseconds spent processing discard operations (sampled).
## GPU (device-specific fields; device index replaced by \<n\>)
###Device-specific fields
GPU: pcie.link.gen.current.\<n\>.*[generation] β€” Current PCIe link generation between GPU \<n\> and host (categorical).
GPU: pcie.link.width.current.\<n\>.*[lanes] β€” Current PCIe link width (lanes).
GPU: accounting.buffer_size.\<n\>.*[MB] β€” Accounting buffer size used for GPU memory accounting (MB). (instant)
GPU: fan.speed.\<n\>.*[%] β€” Fan speed percent or relative metric for GPU \<n\> (sampled).
GPU: memory.used.\<n\>.*[MiB] β€” GPU memory used (MiB) (instant).
GPU: memory.free.\<n\>.*[MiB] β€” GPU memory free (MiB) (instant).
GPU: utilization.gpu.\<n\>.*[%] β€” GPU core utilization percent. (sampled)
GPU: utilization.memory.\<n\>.*[%] β€” GPU memory subsystem utilization percent. (sampled)
GPU: utilization.encoder.\<n\>.*[%] β€” Hardware encoder utilization. (sampled)
GPU: utilization.decoder.\<n\>.*[%] β€” Hardware decoder utilization. (sampled)
GPU: utilization.jpeg.\<n\>.*[%] β€” JPEG unit utilization. (sampled)
GPU: utilization.ofa.\<n\>.*[%] β€” OFA unit utilization (if present). (sampled)
GPU: encoder.stats.sessionCount.\<n\>.*[count] β€” Number of encoder sessions (cumulative or sampled, depending on collector).
GPU: encoder.stats.averageFps.\<n\>.*[fps] β€” Average encoder FPS (sampled / aggregated).
GPU: encoder.stats.averageLatency.\<n\>.*[ms] β€” Average encoder latency (ms) (sampled / aggregated).
###ECC / error counters
GPU: ecc.errors.corrected.volatile.*.\<n\>.*[count] β€” Corrected ECC errors seen in volatile window for subcomponent (cumulative in window).
GPU: ecc.errors.corrected.aggregate.*.\<n\>.*[count] β€” Aggregate (long-running) corrected ECC errors for subcomponent (cumulative).
GPU: ecc.errors.uncorrected.volatile.*.\<n\>.*[count] β€” Uncorrected ECC errors in the recent window β€” critical to monitor (cumulative in window).
GPU: ecc.errors.uncorrected.aggregate.*.\<n\>.*[count] β€” Aggregate uncorrected errors since stats origin (cumulative).
### Retired pages / reliability
GPU: retired_pages.sbe.\<n\>.*[count] β€” Pages retired due to single-bit errors (cumulative).
GPU: retired_pages.dbe.\<n\>.*[count] β€” Pages retired due to double-bit errors (cumulative; more severe).
GPU: retired_pages.pending.\<n\>.*[count] β€” Pages pending retirement (cumulative / state count).
### Temperature / Power / Clocks / Protected memory
GPU: temperature.gpu.\<n\>.*[C] β€” GPU die temperature (Β°C). (sampled)
GPU: temperature.memory.\<n\>.*[C] β€” GPU memory temperature (Β°C). (sampled)
GPU: power.draw.\<n\>.*[W] β€” GPU power draw (watts) for the sampling period (sampled).
GPU: power.draw.average.\<n\>.*[W] β€” Average power draw (watts). (sampled/aggregate)
GPU: power.draw.instant.\<n\>.*[W] β€” Instantaneous power draw reading (watts). (instant)
GPU: clocks.current.graphics.\<n\>.*[MHz] β€” Current graphics clock frequency (MHz). (sampled)
GPU: clocks.current.sm.\<n\>.*[MHz] β€” Current SM (compute) clock frequency (MHz). (sampled)
GPU: clocks.current.memory.\<n\>.*[MHz] β€” Current memory clock (MHz). (sampled)
GPU: clocks.current.video.\<n\>.*[MHz] β€” Current video engine clock (MHz). (sampled)
GPU: protected_memory.total.\<n\>.*[MiB] β€” Total protected memory (MiB). (instant)
GPU: protected_memory.used.\<n\>.*[MiB] β€” Protected memory used (MiB). (instant)
GPU: protected_memory.free.\<n\>.*[MiB] β€” Protected memory free (MiB). (instant)
## Network (NetworkInterStat_diff: β€” per-interface; \<Interface\> placeholder)
NetworkInterStat_diff:* fields are typically difference/delta values for the sample window (i.e., bytes/packets seen during the interval). Convert to rates by dividing by sampling duration if needed.
### Per-interface fields
NetworkInterStat_diff:rx_bytes.\<Interface\>.*[Bytes] β€” Bytes received on \<Interface\> during sample window (delta).
NetworkInterStat_diff:rx_packets.\<Interface\>.*[count] β€” Packets received during window (delta).
NetworkInterStat_diff:rx_errs.\<Interface\>.*[count] β€” Receive errors in window (delta).
NetworkInterStat_diff:rx_drop.\<Interface\>.*[count] β€” Received packets dropped in window (delta).
NetworkInterStat_diff:rx_fifo.\<Interface\>.*[count] β€” RX FIFO errors in window (delta).
NetworkInterStat_diff:rx_frame.\<Interface\>.*[count] β€” RX frame alignment errors in window (delta).
NetworkInterStat_diff:rx_compressed.\<Interface\>.*[count] β€” Compressed Rx packets in window (delta).
NetworkInterStat_diff:rx_multicast.\<Interface\>.*[count] β€” Multicast Rx packets in window (delta).
NetworkInterStat_diff:tx_bytes.\<Interface\>.*[Bytes] β€” Bytes transmitted on \<Interface\> during window (delta).
NetworkInterStat_diff:tx_packets.\<Interface\>.*[count] β€” Packets transmitted during window (delta).
NetworkInterStat_diff:tx_errs.\<Interface\>.*[count] β€” Transmit errors in window (delta).
NetworkInterStat_diff:tx_drop.\<Interface\>.*[count] β€” Transmit drops in window (delta).
NetworkInterStat_diff:tx_fifo.\<Interface\>.*[count] β€” TX FIFO errors in window (delta).
NetworkInterStat_diff:tx_colls.\<Interface\>.*[count] β€” TX collisions in window (delta).
NetworkInterStat_diff:tx_carrier.\<Interface\>.*[count] β€” Carrier errors on TX in window (delta).
NetworkInterStat_diff:tx_compressed.\<Interface\>.*[count] β€” Compressed Tx packets in window (delta).
### Network utilization aggregated
NetworkInterStat_diff:NetworkUtilization.\<Interface\>.*[%] β€” Interface bandwidth utilization percent for the sample window (sampled / derived).
### Protocol & connection counts
NetworkProtocolCounts:TCP.*[count] β€” Number of TCP connections (instant or sampled depending on collector).
NetworkProtocolCounts:UDP.*[count] β€” Number of UDP endpoints/sockets (instant).
NetworkProtocolCounts:UNIX.*[count] β€” Number of UNIX domain sockets (instant).
NetworkProtocolCounts:RAW.*[count] β€” Raw sockets count (instant).
NetworkProtocolCounts:DCCP.*[count] β€” DCCP sockets count (instant, if applicable).
NetworkProtocolCounts:SCTP.*[count] β€” SCTP connections count (instant, if applicable).
NetworkProtocolCounts:local_to.*[count] β€” Local-to connection count (collector-defined semantics).
NetworkProtocolCounts:to_local.*[count] β€” To-local connection count (collector-defined semantics).
NetworkProtocolCounts:total_connections.*[count] β€” Total tracked connections (instant / sampled).
### TCP retransmission metrics (delta)
NetworkTCPRetrans_diff:TcpRetransSegs.*[count] β€” TCP retransmitted segments in the sample window (delta).
NetworkTCPRetrans_diff:TcpExtTCPSynRetrans.*[count] β€” TCP SYN retransmissions in window (delta).
NetworkTCPRetrans_diff:TcpExtTCPLostRetransmit.*[count] β€” Retransmissions that were subsequently lost (delta).