kepler-metal-ci

v0.7.12-35-g82dc44ac

Build Info

• kepler_exporter_build_info{arch="amd64", branch="main", instance="localhost:8888", job="metal", os="linux", revision="82dc44acf665fe117230e8a735e9b2ff827275a7", version="v0.7.12-35-g82dc44ac"}
• kepler_exporter_build_info{arch="amd64", branch="main", instance="localhost:9999", job="vm", os="linux", revision="82dc44acf665fe117230e8a735e9b2ff827275a7", version="v0.7.12-35-g82dc44ac"}

  Node Info

• kepler_node_info{components_power_source="rapl-sysfs", cpu_architecture="Broadwell", instance="localhost:8888", job="metal", platform_power_source="acpi", source="os"}
• kepler_node_info{components_power_source="estimator", cpu_architecture="Broadwell", instance="localhost:9999", job="vm", platform_power_source="none", source="os"}

  Machine Specs

Host

Model	Sockets	Cores	Threads	Flags
Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz	2	72	2	fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cdp_l3 pti intel_ppin ssbd ibrs ibpb stibp tpr_shadow flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm rdt_a rdseed adx smap intel_pt xsaveopt cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts vnmi md_clear flush_l1d

VM

Model	Sockets	Cores	Threads	Flags
Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz	14	14	1	fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss syscall nx pdpe1gb rdtscp lm constant_tsc arch_perfmon rep_good nopl xtopology cpuid tsc_known_freq pni pclmulqdq vmx ssse3 fma cx16 pdcm pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch cpuid_fault pti ssbd ibrs ibpb stibp tpr_shadow flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx smap xsaveopt arat vnmi umip md_clear flush_l1d arch_capabilities

Validation Results

• Started At: 2024-11-12 04:57:18.659309
• Ended At: 2024-11-12 05:14:07.119957
• Duration : 0:16:48.460648

  Validations

Summary

Name	MSE	MAPE	MAE	Pass / Fail
node-rapl - kepler-package	2.36	1.47	1.20	PASS
platform - absolute	29502.99	73326439355139055616.00	162.82	PASS
package - absolute	181.27	19.21	9.77	PASS
core - absolute	9216.09	42051077927859224576.00	93.37	PASS
platform - dynamic	29502.99	73326439355139055616.00	162.82	PASS
package - dynamic	181.27	19.21	9.77	PASS
core - dynamic	9216.09	42051077927859224576.00	93.37	PASS
dram - dynamic	9.20	14.23	1.86	PASS
cpu-time - absolute	735107.49	29.70	665.34	PASS

Details

node-rapl - kepler-package

Queries:

• Actual (node-rapl) : sum( rate( node_rapl_package_joules_total[20s] ) )
• Predicted (kepler-package) : sum( rate( kepler_node_package_joules_total{ job="metal", }[20s] ) )

Results:

• MSE : 2.36
• MAPE : 1.47 %
• MAE : 1.20

Charts:

platform - absolute

Queries:

• Actual (metal) : sum( rate( kepler_vm_platform_joules_total{ job="metal", vm_id=~".*my-vm", }[20s] ) )
• Predicted (vm) : sum( rate( kepler_node_platform_joules_total{ job="vm", }[20s] ) )

Results:

• MSE : 29502.99
• MAPE : 73326439355139055616.00 %
• MAE : 162.82

Charts:

package - absolute

Queries:

• Actual (metal) : sum( rate( kepler_vm_package_joules_total{ job="metal", vm_id=~".*my-vm", }[20s] ) )
• Predicted (vm) : sum( rate( kepler_node_package_joules_total{ job="vm", }[20s] ) )

Results:

• MSE : 181.27
• MAPE : 19.21 %
• MAE : 9.77

Charts:

core - absolute

Queries:

• Actual (metal) : sum( rate( kepler_vm_core_joules_total{ job="metal", vm_id=~".*my-vm", }[20s] ) )
• Predicted (vm) : sum( rate( kepler_node_core_joules_total{ job="vm", }[20s] ) )

Results:

• MSE : 9216.09
• MAPE : 42051077927859224576.00 %
• MAE : 93.37

Charts:

platform - dynamic

Queries:

• Actual (metal) : rate( kepler_vm_platform_joules_total{ job="metal", vm_id=~".*my-vm", mode="dynamic", }[20s] )
• Predicted (vm) : rate( kepler_node_platform_joules_total{ job="vm", mode="dynamic", }[20s] )

Results:

• MSE : 29502.99
• MAPE : 73326439355139055616.00 %
• MAE : 162.82

Charts:

package - dynamic

Queries:

• Actual (metal) : rate( kepler_vm_package_joules_total{ job="metal", vm_id=~".*my-vm", mode="dynamic", }[20s] )
• Predicted (vm) : rate( kepler_node_package_joules_total{ job="vm", mode="dynamic", }[20s] )

Results:

• MSE : 181.27
• MAPE : 19.21 %
• MAE : 9.77

Charts:

core - dynamic

Queries:

• Actual (metal) : rate( kepler_vm_core_joules_total{ job="metal", vm_id=~".*my-vm", mode="dynamic", }[20s] )
• Predicted (vm) : rate( kepler_node_core_joules_total{ job="vm", mode="dynamic", }[20s] )

Results:

• MSE : 9216.09
• MAPE : 42051077927859224576.00 %
• MAE : 93.37

Charts:

dram - dynamic

Queries:

• Actual (metal) : rate( kepler_vm_dram_joules_total{ job="metal", vm_id=~".*my-vm", mode="dynamic", }[20s] )
• Predicted (vm) : rate( kepler_node_dram_joules_total{ job="vm", mode="dynamic", }[20s] )

Results:

• MSE : 9.20
• MAPE : 14.23 %
• MAE : 1.86

Charts:

cpu-time - absolute

Queries:

• Actual (metal) : sum( rate( kepler_vm_bpf_cpu_time_ms_total{ vm_id=~".*my-vm", job="metal" }[20s] ) )
• Predicted (vm) : sum( rate( kepler_process_bpf_cpu_time_ms_total{ job="vm", }[20s] ) )

Results:

• MSE : 735107.49
• MAPE : 29.70 %
• MAE : 665.34

Charts:

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