diff --git a/.gitignore b/.gitignore index 5b64879..a951534 100644 --- a/.gitignore +++ b/.gitignore @@ -52,3 +52,7 @@ Mkfile.old dkms.conf __pycache__ venv/ +sftp-config.json + +*.sublime-project +*.sublime-workspace \ No newline at end of file diff --git a/README.md b/README.md index 59152f1..25c9e1b 100644 --- a/README.md +++ b/README.md @@ -166,6 +166,13 @@ Field | Meaning It is imporant to not that we use pid 0 as the whole system and not the idle process. +## Test + +There is a test script you can run that you need to run on a host that will build the kernel extension and then see if everythig works out. Just run +``` +sudo ./test.sh +``` + ## Data Collection Helper The repository ships with **`energy-logger.sh`** which periodically dumps `/proc/energy/all` to disk for offline analysis (e.g. weight regression). @@ -180,32 +187,69 @@ The repository ships with **`energy-logger.sh`** which periodically dumps `/proc ## Model -We use a linear model to calculate the energy score for each process. You should train this model yourself by +To get energy values per process we use a ML Model to estimate weights for the respective hardware component metrics. -1) `src` -1) running the data collection helper -``` -echo 100000000 > /sys/module/energy_proc/parameters/sample_ns -sudo ./energy-logger.sh +This model is fitted on the machine power and the machine metrics of the system and then mapped on the processes via their individual hardware component metrics. + +### Install requirements + +1) `$ cd tools` +2) `$ python3 -m venv venv` +3) `$ source venv/bin/activate` +4) `$ pip install -r requirements.txt` +5) `$ sudo apt install stress-ng` - Or equivalent for your distribution + +### Capture energy data while running a workload + +```bash +# optionally set sampling before +echo 99000000 | sudo tee /sys/module/energy_proc/parameters/sample_ns + +## run workload sandwiched between energy logger and start and end +sudo pkill -f energy-logger.sh +sudo ./energy-logger.sh & # will output the file it will write to +bash benchmark.sh +sudo pkill -f energy-logger.sh ``` -1) `python3 -m venv venv` -1) `source venv/bin/activate` -1) `pip install -r requirements.txt` -1) `python3 model.py tmp/energy-XXXX.log` -You can then add the weights to your kernel module by +By default it will run the *mixed* workload. Check `$ python3 run-workload.py -h` for alternative implemented workloads. + +### Estimating the weights + +This estimation will give you an estimate to how your system is currently behaving. +This means it will produce very matching weights for idle workloads if your system is idle. +But these will not be very fit for compute workloads. So effectively you need to run different workloads and create a mash-up model. +The mixed model is already an approach in this direction, but the more you know your future workloads, the better the predicitions will be. + +Run: `$ python model.py LOG_FILE_NAME --model ols --no-validate` + +Example on sample data: `python3 model.py --model ols ../sample_data/energy_logs/mixed_workload.log --no-validate` + +*OLS* is the default model for now. + +Also you have multiple switches that help with transformation to achieve better numerical stability. Try +altering the model to use transformed input variables (`--fit OLS-IPS` for instructions per second) or +try transforming the data as a whole to a new space (`--log` to transform to log space). + +### Validating the weights through a prediction + +Run: `$ python model.py LOG_FILE_NAME --no-validate --model ols --predict LOG_FILE_NAME_2` + +Example on sample data: `python3 model.py ../sample_data/energy_logs/mixed_workload.log --model ols --no-validate --predict ../sample_data/energy_logs/mixed_workload_2.log --scale` + +Here you will get descriptive values like the *R2*, *MAE* and *MAPE* to evalute the goodness of the fit for your machine. + + +### Adding estimated weights to kernel module + +For each weight you can just send it to the kernel module file endpoint via: + ```bash echo 1231232 > /sys/module/energy_proc/parameters/PARAM # 100 ms ``` Please remember that you can not add floats. We use fix decimal values with 3 decimal points. -## Test - -There is a test script you can run that you need to run on a host that will build the kernel extension and then see if everythig works out. Just run -``` -sudo ./test.sh -``` ## Troubleshooting | Symptom | Fix | diff --git a/sample_data/energy_logs/M2-fixed-frequency-CPU-workload-new.log b/sample_data/energy_logs/M2-fixed-frequency-CPU-workload-new.log new file mode 100755 index 0000000..09e630f --- /dev/null +++ b/sample_data/energy_logs/M2-fixed-frequency-CPU-workload-new.log @@ -0,0 +1,5200 @@ +timestamp=3303585174477 +iterations=18436 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7538693158 +rapl_psys_sum_uj=0 +pid=0 energy=26965484608595 alive=1 kernel=1 cpu_ns=1891205000000 mem=232353792 instructions=3501891921719 wakeups=13398739 diski=134418432 disko=176373760 rx=382027 tx=170047 comm=*system* +------- +timestamp=3303702700138 +iterations=18437 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7539446759 +rapl_psys_sum_uj=0 +pid=0 energy=26968111402220 alive=1 kernel=1 cpu_ns=1891361000000 mem=257187840 instructions=3502261280444 wakeups=13398856 diski=134418432 disko=176373760 rx=382041 tx=170057 comm=*system* +------- +timestamp=3303820402520 +iterations=18438 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7540131695 +rapl_psys_sum_uj=0 +pid=0 energy=26970503133720 alive=1 kernel=1 cpu_ns=1891486000000 mem=257363968 instructions=3502614626744 wakeups=13398908 diski=134418432 disko=176373760 rx=382049 tx=170061 comm=*system* +------- +timestamp=3303937981198 +iterations=18439 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7540816814 +rapl_psys_sum_uj=0 +pid=0 energy=26972912188400 alive=1 kernel=1 cpu_ns=1891614000000 mem=257646592 instructions=3502968437680 wakeups=13398971 diski=134418432 disko=176373760 rx=382059 tx=170066 comm=*system* +------- +timestamp=3304055419492 +iterations=18440 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7541503154 +rapl_psys_sum_uj=0 +pid=0 energy=26975315745265 alive=1 kernel=1 cpu_ns=1891741000000 mem=257650688 instructions=3503322149053 wakeups=13399033 diski=134418432 disko=176373760 rx=382067 tx=170070 comm=*system* +------- +timestamp=3304172879452 +iterations=18441 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7542185282 +rapl_psys_sum_uj=0 +pid=0 energy=26977732038995 alive=1 kernel=1 cpu_ns=1891871000000 mem=257519616 instructions=3503675407799 wakeups=13399081 diski=134418432 disko=176373760 rx=382079 tx=170075 comm=*system* +------- +timestamp=3304290543556 +iterations=18443 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7543519388 +rapl_psys_sum_uj=0 +pid=0 energy=26982353638105 alive=1 kernel=1 cpu_ns=1892110000000 mem=258002944 instructions=3504360727621 wakeups=13399176 diski=134418432 disko=176373760 rx=382097 tx=170084 comm=*system* +------- +timestamp=3304408041597 +iterations=18444 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=7544197610 +rapl_psys_sum_uj=0 +pid=0 energy=26984691031965 alive=1 kernel=1 cpu_ns=1892232000000 mem=257675264 instructions=3504706206393 wakeups=13399236 diski=134418432 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comm=*system* +------- +timestamp=3383582846285 +iterations=19166 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=8428510541 +rapl_psys_sum_uj=0 +pid=0 energy=31116628970860 alive=1 kernel=1 cpu_ns=2102633000000 mem=261619712 instructions=4120692794172 wakeups=13436654 diski=134418432 disko=184934400 rx=382313 tx=170162 comm=*system* +------- +timestamp=3383701292109 +iterations=19167 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=8430230511 +rapl_psys_sum_uj=0 +pid=0 energy=31125457323735 alive=1 kernel=1 cpu_ns=2103081000000 mem=261443584 instructions=4122010464747 wakeups=13436709 diski=134418432 disko=184934400 rx=382313 tx=170162 comm=*system* +------- diff --git a/sample_data/energy_logs/M2-fixed-frequency-idle-workload-new.log b/sample_data/energy_logs/M2-fixed-frequency-idle-workload-new.log new file mode 100755 index 0000000..af61f0d --- /dev/null +++ b/sample_data/energy_logs/M2-fixed-frequency-idle-workload-new.log @@ -0,0 +1,40338 @@ 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tx=5513 comm=*system* +psu_energy_ac_mcp_machine=108 +------- +timestamp=115058101543 +iterations=302 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=48338478 +rapl_psys_sum_uj=0 +pid=0 energy=146608702420 alive=1 kernel=1 cpu_ns=27349000000 mem=241106944 instructions=1972740484 wakeups=10085 diski=421888 disko=540672 rx=10953 tx=5513 comm=*system* +psu_energy_ac_mcp_machine=110 +------- +timestamp=115190877375 +iterations=303 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=48594276 +rapl_psys_sum_uj=0 +pid=0 energy=146900597965 alive=1 kernel=1 cpu_ns=27370000000 mem=241016832 instructions=2010119593 wakeups=10231 diski=421888 disko=540672 rx=10953 tx=5513 comm=*system* +psu_energy_ac_mcp_machine=114 +------- +timestamp=115327238009 +iterations=304 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=48843360 +rapl_psys_sum_uj=0 +pid=0 energy=147193518305 alive=1 kernel=1 cpu_ns=27391000000 mem=241156096 instructions=2047703661 wakeups=10388 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instructions=2160386506 wakeups=10855 diski=421888 disko=540672 rx=10953 tx=5513 comm=*system* +psu_energy_ac_mcp_machine=124 +------- +timestamp=115860722689 +iterations=309 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=49993567 +rapl_psys_sum_uj=0 +pid=0 energy=148363986170 alive=1 kernel=1 cpu_ns=27475000000 mem=241131520 instructions=2197797234 wakeups=11010 diski=421888 disko=540672 rx=10953 tx=5513 comm=*system* +psu_energy_ac_mcp_machine=126 +------- +timestamp=115993815414 +iterations=311 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=50385412 +rapl_psys_sum_uj=0 +pid=0 energy=148664753515 alive=1 kernel=1 cpu_ns=27497000000 mem=241041408 instructions=2235950703 wakeups=11181 diski=421888 disko=540672 rx=10953 tx=5513 comm=*system* +psu_energy_ac_mcp_machine=130 +------- +timestamp=116128165895 +iterations=312 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=50640111 +rapl_psys_sum_uj=0 +pid=0 energy=148941323770 alive=1 kernel=1 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rx=10960 tx=5514 comm=*system* +psu_energy_ac_mcp_machine=263 +------- +timestamp=122815776398 +iterations=376 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=65272950 +rapl_psys_sum_uj=0 +pid=0 energy=163729254550 alive=1 kernel=1 cpu_ns=28590000000 mem=241143808 instructions=4155850910 wakeups=19059 diski=421888 disko=561152 rx=10960 tx=5514 comm=*system* +psu_energy_ac_mcp_machine=266 +------- +timestamp=122949199976 +iterations=378 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=65705750 +rapl_psys_sum_uj=0 +pid=0 energy=164178283450 alive=1 kernel=1 cpu_ns=28623000000 mem=241999872 instructions=4212656690 wakeups=19237 diski=421888 disko=561152 rx=10962 tx=5514 comm=*system* +psu_energy_ac_mcp_machine=269 +------- +timestamp=123082073194 +iterations=379 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=65917114 +rapl_psys_sum_uj=0 +pid=0 energy=164319197670 alive=1 kernel=1 cpu_ns=28632000000 mem=241152000 instructions=4231839534 wakeups=19375 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instructions=4344317690 wakeups=19819 diski=421888 disko=561152 rx=10962 tx=5514 comm=*system* +psu_energy_ac_mcp_machine=279 +------- +timestamp=123614790678 +iterations=384 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=67074826 +rapl_psys_sum_uj=0 +pid=0 energy=165485032640 alive=1 kernel=1 cpu_ns=28715000000 mem=241156096 instructions=4382006528 wakeups=19977 diski=421888 disko=561152 rx=10962 tx=5514 comm=*system* +psu_energy_ac_mcp_machine=282 +------- +timestamp=123747549475 +iterations=385 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=67326229 +rapl_psys_sum_uj=0 +pid=0 energy=165766205725 alive=1 kernel=1 cpu_ns=28734000000 mem=241160192 instructions=4419241145 wakeups=20122 diski=421888 disko=561152 rx=10962 tx=5514 comm=*system* +psu_energy_ac_mcp_machine=285 +------- +timestamp=123881425223 +iterations=386 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=67571712 +rapl_psys_sum_uj=0 +pid=0 energy=166058783840 alive=1 kernel=1 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comm=*system* +psu_energy_ac_mcp_machine=2596 +------- +timestamp=239284649436 +iterations=1496 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=322652773 +rapl_psys_sum_uj=0 +pid=0 energy=427276687785 alive=1 kernel=1 cpu_ns=47861000000 mem=234770432 instructions=37594337557 wakeups=154431 diski=450560 disko=12898304 rx=11101 tx=5526 comm=*system* +psu_energy_ac_mcp_machine=2598 +------- +timestamp=239418201365 +iterations=1497 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=322908754 +rapl_psys_sum_uj=0 +pid=0 energy=427582826955 alive=1 kernel=1 cpu_ns=47884000000 mem=234770432 instructions=37632565391 wakeups=154573 diski=450560 disko=12898304 rx=11102 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2600 +------- +timestamp=239551249540 +iterations=1499 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=323304261 +rapl_psys_sum_uj=0 +pid=0 energy=427892250975 alive=1 kernel=1 cpu_ns=47906000000 mem=234770432 instructions=37672450195 wakeups=154738 diski=450560 disko=12898304 rx=11102 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2604 +------- +timestamp=239688200502 +iterations=1500 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=323562073 +rapl_psys_sum_uj=0 +pid=0 energy=428194045855 alive=1 kernel=1 cpu_ns=47928000000 mem=234770432 instructions=37710809171 wakeups=154889 diski=450560 disko=12898304 rx=11102 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2606 +------- +timestamp=239821064182 +iterations=1501 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=323816040 +rapl_psys_sum_uj=0 +pid=0 energy=428499872535 alive=1 kernel=1 cpu_ns=47951000000 mem=234778624 instructions=37748974507 wakeups=155048 diski=450560 disko=12898304 rx=11102 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2608 +------- +timestamp=239954530344 +iterations=1503 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=324236083 +rapl_psys_sum_uj=0 +pid=0 energy=428900128085 alive=1 kernel=1 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comm=*system* +psu_energy_ac_mcp_machine=2640 +------- +timestamp=241555109618 +iterations=1518 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=327706962 +rapl_psys_sum_uj=0 +pid=0 energy=432477849210 alive=1 kernel=1 cpu_ns=48244000000 mem=234717184 instructions=38251569842 wakeups=157051 diski=450560 disko=12898304 rx=11104 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2643 +------- +timestamp=241689249786 +iterations=1519 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=327960563 +rapl_psys_sum_uj=0 +pid=0 energy=432784341990 alive=1 kernel=1 cpu_ns=48267000000 mem=234729472 instructions=38289868398 wakeups=157199 diski=450560 disko=12898304 rx=11104 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2646 +------- +timestamp=241822012909 +iterations=1521 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=328400564 +rapl_psys_sum_uj=0 +pid=0 energy=433244545115 alive=1 kernel=1 cpu_ns=48302000000 mem=235737088 instructions=38346909023 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comm=*system* +psu_energy_ac_mcp_machine=2686 +------- +timestamp=243823237684 +iterations=1540 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=332760176 +rapl_psys_sum_uj=0 +pid=0 energy=437727820885 alive=1 kernel=1 cpu_ns=48635000000 mem=234729472 instructions=38910564177 wakeups=159722 diski=450560 disko=12914688 rx=11106 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2688 +------- +timestamp=243955640290 +iterations=1541 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=333020246 +rapl_psys_sum_uj=0 +pid=0 energy=438028886480 alive=1 kernel=1 cpu_ns=48657000000 mem=234819584 instructions=38948777296 wakeups=159880 diski=450560 disko=12914688 rx=11106 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2691 +------- +timestamp=244089723587 +iterations=1542 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=333276471 +rapl_psys_sum_uj=0 +pid=0 energy=438333317280 alive=1 kernel=1 cpu_ns=48680000000 mem=234823680 instructions=38986663456 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comm=*system* +psu_energy_ac_mcp_machine=2731 +------- +timestamp=246090859463 +iterations=1562 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=337854161 +rapl_psys_sum_uj=0 +pid=0 energy=443157275910 alive=1 kernel=1 cpu_ns=49031000000 mem=235368448 instructions=39600455182 wakeups=162394 diski=450560 disko=12914688 rx=11108 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2734 +------- +timestamp=246223816280 +iterations=1563 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=338093296 +rapl_psys_sum_uj=0 +pid=0 energy=443377047260 alive=1 kernel=1 cpu_ns=49046000000 mem=234844160 instructions=39629409452 wakeups=162533 diski=450560 disko=12914688 rx=11108 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2736 +------- +timestamp=246357301900 +iterations=1564 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=338349155 +rapl_psys_sum_uj=0 +pid=0 energy=443666007650 alive=1 kernel=1 cpu_ns=49065000000 mem=234844160 instructions=39668201530 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comm=*system* +psu_energy_ac_mcp_machine=2777 +------- +timestamp=248365008465 +iterations=1583 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=342761440 +rapl_psys_sum_uj=0 +pid=0 energy=448295329770 alive=1 kernel=1 cpu_ns=49410000000 mem=234909696 instructions=40249065954 wakeups=165013 diski=450560 disko=12931072 rx=11110 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2779 +------- +timestamp=248497946154 +iterations=1585 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=343165247 +rapl_psys_sum_uj=0 +pid=0 energy=448599003510 alive=1 kernel=1 cpu_ns=49431000000 mem=234909696 instructions=40288800702 wakeups=165172 diski=450560 disko=12931072 rx=11110 tx=5527 comm=*system* +psu_energy_ac_mcp_machine=2782 +------- +timestamp=248630989257 +iterations=1586 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=343425012 +rapl_psys_sum_uj=0 +pid=0 energy=448907267975 alive=1 kernel=1 cpu_ns=49454000000 mem=234909696 instructions=40327453595 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comm=*system* +psu_energy_ac_mcp_machine=2822 +------- +timestamp=250638103498 +iterations=1605 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=347826431 +rapl_psys_sum_uj=0 +pid=0 energy=453478815600 alive=1 kernel=1 cpu_ns=49785000000 mem=235008000 instructions=40910763120 wakeups=167645 diski=450560 disko=12931072 rx=11113 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2825 +------- +timestamp=250773473972 +iterations=1607 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=348233534 +rapl_psys_sum_uj=0 +pid=0 energy=453830808990 alive=1 kernel=1 cpu_ns=49810000000 mem=235008000 instructions=40956161798 wakeups=167829 diski=450560 disko=12931072 rx=11113 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2827 +------- +timestamp=250905931770 +iterations=1608 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=348473646 +rapl_psys_sum_uj=0 +pid=0 energy=454097375235 alive=1 kernel=1 cpu_ns=49830000000 mem=235012096 instructions=40989475047 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comm=*system* +psu_energy_ac_mcp_machine=2867 +------- +timestamp=252906261269 +iterations=1627 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=352908879 +rapl_psys_sum_uj=0 +pid=0 energy=458832277580 alive=1 kernel=1 cpu_ns=50177000000 mem=235040768 instructions=41589455516 wakeups=170282 diski=450560 disko=12947456 rx=11115 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2870 +------- +timestamp=253038721844 +iterations=1628 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=353164311 +rapl_psys_sum_uj=0 +pid=0 energy=459144970630 alive=1 kernel=1 cpu_ns=50201000000 mem=235069440 instructions=41627994126 wakeups=170434 diski=450560 disko=12947456 rx=11117 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2873 +------- +timestamp=253173756110 +iterations=1630 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=353569828 +rapl_psys_sum_uj=0 +pid=0 energy=459475099055 alive=1 kernel=1 cpu_ns=50227000000 mem=235180032 instructions=41668019811 wakeups=170603 diski=450560 disko=12947456 rx=11117 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2875 +------- +timestamp=253307323813 +iterations=1631 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=353827274 +rapl_psys_sum_uj=0 +pid=0 energy=459770634895 alive=1 kernel=1 cpu_ns=50248000000 mem=234893312 instructions=41706126979 wakeups=170742 diski=450560 disko=12947456 rx=11117 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2878 +------- +timestamp=253440343000 +iterations=1632 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=354084232 +rapl_psys_sum_uj=0 +pid=0 energy=460087823800 alive=1 kernel=1 cpu_ns=50273000000 mem=234975232 instructions=41744564760 wakeups=170894 diski=450560 disko=12947456 rx=11117 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2881 +------- +timestamp=253573806157 +iterations=1634 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=354521304 +rapl_psys_sum_uj=0 +pid=0 energy=460557021395 alive=1 kernel=1 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comm=*system* +psu_energy_ac_mcp_machine=2913 +------- +timestamp=255175478086 +iterations=1649 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=357957391 +rapl_psys_sum_uj=0 +pid=0 energy=464122060495 alive=1 kernel=1 cpu_ns=50574000000 mem=235077632 instructions=42250412099 wakeups=172914 diski=450560 disko=12947456 rx=11119 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2915 +------- +timestamp=255308061135 +iterations=1650 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=358217461 +rapl_psys_sum_uj=0 +pid=0 energy=464418760555 alive=1 kernel=1 cpu_ns=50595000000 mem=235073536 instructions=42288752111 wakeups=173064 diski=450560 disko=12947456 rx=11119 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2918 +------- +timestamp=255440992597 +iterations=1651 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=358473442 +rapl_psys_sum_uj=0 +pid=0 energy=464714826710 alive=1 kernel=1 cpu_ns=50616000000 mem=235012096 instructions=42326965342 wakeups=173208 diski=450560 disko=12947456 rx=11119 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2921 +------- +timestamp=255575347717 +iterations=1653 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=358867057 +rapl_psys_sum_uj=0 +pid=0 energy=465027888945 alive=1 kernel=1 cpu_ns=50639000000 mem=235077632 instructions=42366577789 wakeups=173358 diski=450560 disko=12947456 rx=11119 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2923 +------- +timestamp=255707973346 +iterations=1654 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=359122672 +rapl_psys_sum_uj=0 +pid=0 energy=465335900885 alive=1 kernel=1 cpu_ns=50662000000 mem=235077632 instructions=42405180177 wakeups=173516 diski=450560 disko=12947456 rx=11119 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2926 +------- +timestamp=255841511721 +iterations=1655 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=359379996 +rapl_psys_sum_uj=0 +pid=0 energy=465642984740 alive=1 kernel=1 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comm=*system* +psu_energy_ac_mcp_machine=2958 +------- +timestamp=257440697054 +iterations=1671 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=363024765 +rapl_psys_sum_uj=0 +pid=0 energy=469353478965 alive=1 kernel=1 cpu_ns=50960000000 mem=235167744 instructions=42910695793 wakeups=175541 diski=450560 disko=12963840 rx=11121 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2961 +------- +timestamp=257575944473 +iterations=1672 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=363282150 +rapl_psys_sum_uj=0 +pid=0 energy=469650925770 alive=1 kernel=1 cpu_ns=50981000000 mem=235139072 instructions=42949185154 wakeups=175690 diski=450560 disko=12963840 rx=11121 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2963 +------- +timestamp=257709197121 +iterations=1673 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=363535567 +rapl_psys_sum_uj=0 +pid=0 energy=469943376690 alive=1 kernel=1 cpu_ns=51001000000 mem=235204608 instructions=42987675338 wakeups=175841 diski=450560 disko=12963840 rx=11121 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2966 +------- +timestamp=257842204594 +iterations=1675 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=363959516 +rapl_psys_sum_uj=0 +pid=0 energy=470337105335 alive=1 kernel=1 cpu_ns=51030000000 mem=235585536 instructions=43037421067 wakeups=176012 diski=450560 disko=12963840 rx=11121 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2969 +------- +timestamp=257975990590 +iterations=1676 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=364186139 +rapl_psys_sum_uj=0 +pid=0 energy=470571358900 alive=1 kernel=1 cpu_ns=51048000000 mem=235110400 instructions=43066271780 wakeups=176154 diski=450560 disko=12963840 rx=11121 tx=5528 comm=*system* +psu_energy_ac_mcp_machine=2972 +------- +timestamp=258108785631 +iterations=1677 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=364450604 +rapl_psys_sum_uj=0 +pid=0 energy=470871141865 alive=1 kernel=1 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comm=*system* +psu_energy_ac_mcp_machine=3004 +------- +timestamp=259710071455 +iterations=1693 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=368122467 +rapl_psys_sum_uj=0 +pid=0 energy=474701629160 alive=1 kernel=1 cpu_ns=51351000000 mem=235802624 instructions=43589325832 wakeups=178177 diski=450560 disko=12963840 rx=11125 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3006 +------- +timestamp=259842954173 +iterations=1694 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=368337799 +rapl_psys_sum_uj=0 +pid=0 energy=474864929515 alive=1 kernel=1 cpu_ns=51362000000 mem=235159552 instructions=43610985903 wakeups=178329 diski=450560 disko=12963840 rx=11125 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3010 +------- +timestamp=259976564141 +iterations=1695 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=368605682 +rapl_psys_sum_uj=0 +pid=0 energy=475167971420 alive=1 kernel=1 cpu_ns=51384000000 mem=235139072 instructions=43649594284 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comm=*system* +psu_energy_ac_mcp_machine=3049 +------- +timestamp=261978027855 +iterations=1714 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=373061544 +rapl_psys_sum_uj=0 +pid=0 energy=479807395140 alive=1 kernel=1 cpu_ns=51729000000 mem=235130880 instructions=44232479028 wakeups=180810 diski=450560 disko=12963840 rx=11127 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3052 +------- +timestamp=262110803184 +iterations=1716 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=373468586 +rapl_psys_sum_uj=0 +pid=0 energy=480157446135 alive=1 kernel=1 cpu_ns=51755000000 mem=235393024 instructions=44276489227 wakeups=180985 diski=450560 disko=12963840 rx=11127 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3054 +------- +timestamp=262243988507 +iterations=1717 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=373714069 +rapl_psys_sum_uj=0 +pid=0 energy=480404135335 alive=1 kernel=1 cpu_ns=51770000000 mem=235216896 instructions=44310827067 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comm=*system* +psu_energy_ac_mcp_machine=3095 +------- +timestamp=264258250694 +iterations=1736 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=378181039 +rapl_psys_sum_uj=0 +pid=0 energy=485045539005 alive=1 kernel=1 cpu_ns=52103000000 mem=235216896 instructions=44906107801 wakeups=183493 diski=450560 disko=16105472 rx=11130 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3098 +------- +timestamp=264391404059 +iterations=1738 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=378622871 +rapl_psys_sum_uj=0 +pid=0 energy=485479386500 alive=1 kernel=1 cpu_ns=52135000000 mem=235995136 instructions=44960877300 wakeups=183660 diski=450560 disko=16105472 rx=11130 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3100 +------- +timestamp=264524706174 +iterations=1739 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=378846870 +rapl_psys_sum_uj=0 +pid=0 energy=485676473500 alive=1 kernel=1 cpu_ns=52151000000 mem=235065344 instructions=44984294700 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comm=*system* +psu_energy_ac_mcp_machine=3141 +------- +timestamp=266531637844 +iterations=1758 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=383277097 +rapl_psys_sum_uj=0 +pid=0 energy=490242256510 alive=1 kernel=1 cpu_ns=52480000000 mem=235212800 instructions=45568451302 wakeups=186092 diski=450560 disko=16105472 rx=11132 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3143 +------- +timestamp=266664264855 +iterations=1759 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=383531125 +rapl_psys_sum_uj=0 +pid=0 energy=490533412775 alive=1 kernel=1 cpu_ns=52500000000 mem=235216896 instructions=45606682555 wakeups=186237 diski=450560 disko=16105472 rx=11132 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3146 +------- +timestamp=266797020410 +iterations=1761 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=383935970 +rapl_psys_sum_uj=0 +pid=0 energy=490855405845 alive=1 kernel=1 cpu_ns=52524000000 mem=235216896 instructions=45647081169 wakeups=186413 diski=450560 disko=16105472 rx=11132 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3149 +------- +timestamp=266934038633 +iterations=1762 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=384192256 +rapl_psys_sum_uj=0 +pid=0 energy=491148452640 alive=1 kernel=1 cpu_ns=52544000000 mem=235225088 instructions=45685690528 wakeups=186568 diski=450560 disko=16105472 rx=11132 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3151 +------- +timestamp=267066907608 +iterations=1763 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=384445185 +rapl_psys_sum_uj=0 +pid=0 energy=491456920095 alive=1 kernel=1 cpu_ns=52567000000 mem=235409408 instructions=45724384019 wakeups=186720 diski=450560 disko=16105472 rx=11134 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3154 +------- +timestamp=267200347140 +iterations=1765 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=384885004 +rapl_psys_sum_uj=0 +pid=0 energy=491886528425 alive=1 kernel=1 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comm=*system* +psu_energy_ac_mcp_machine=3186 +------- +timestamp=268808279011 +iterations=1780 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=388375903 +rapl_psys_sum_uj=0 +pid=0 energy=495519193145 alive=1 kernel=1 cpu_ns=52872000000 mem=235216896 instructions=46231838629 wakeups=188744 diski=450560 disko=16150528 rx=11134 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3189 +------- +timestamp=268943026436 +iterations=1781 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=388637743 +rapl_psys_sum_uj=0 +pid=0 energy=495836664895 alive=1 kernel=1 cpu_ns=52897000000 mem=235302912 instructions=46270332979 wakeups=188889 diski=450560 disko=16150528 rx=11134 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3191 +------- +timestamp=269076065483 +iterations=1783 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=389050645 +rapl_psys_sum_uj=0 +pid=0 energy=496212328735 alive=1 kernel=1 cpu_ns=52925000000 mem=235716608 instructions=46317465747 wakeups=189059 diski=450560 disko=16150528 rx=11136 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3194 +------- +timestamp=269209543947 +iterations=1784 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=389284592 +rapl_psys_sum_uj=0 +pid=0 energy=496459982670 alive=1 kernel=1 cpu_ns=52943000000 mem=235393024 instructions=46348996534 wakeups=189204 diski=450560 disko=16150528 rx=11136 tx=5529 comm=*system* +psu_energy_ac_mcp_machine=3197 +------- +timestamp=269342763793 +iterations=1785 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=389544967 +rapl_psys_sum_uj=0 +pid=0 energy=496767231030 alive=1 kernel=1 cpu_ns=52966000000 mem=235212800 instructions=46387446206 wakeups=189354 diski=450560 disko=16150528 rx=11137 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3199 +------- +timestamp=269475504936 +iterations=1786 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=389802352 +rapl_psys_sum_uj=0 +pid=0 energy=497079998355 alive=1 kernel=1 cpu_ns=52990000000 mem=235282432 instructions=46425999671 wakeups=189510 diski=450560 disko=16150528 rx=11137 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3202 +------- +timestamp=269609334357 +iterations=1788 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=390201032 +rapl_psys_sum_uj=0 +pid=0 energy=497389676295 alive=1 kernel=1 cpu_ns=53012000000 mem=235286528 instructions=46465935259 wakeups=189662 diski=450560 disko=16150528 rx=11137 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3205 +------- +timestamp=269743333054 +iterations=1789 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=390455731 +rapl_psys_sum_uj=0 +pid=0 energy=497701368450 alive=1 kernel=1 cpu_ns=53036000000 mem=235319296 instructions=46504273690 wakeups=189808 diski=450560 disko=16150528 rx=11137 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3207 +------- +timestamp=269876261308 +iterations=1790 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=390709881 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comm=*system* +psu_energy_ac_mcp_machine=3232 +------- +timestamp=271077084073 +iterations=1802 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=393456273 +rapl_psys_sum_uj=0 +pid=0 energy=500817999235 alive=1 kernel=1 cpu_ns=53269000000 mem=235270144 instructions=46894599847 wakeups=191381 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3234 +------- +timestamp=271210580780 +iterations=1803 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=393715306 +rapl_psys_sum_uj=0 +pid=0 energy=501125488085 alive=1 kernel=1 cpu_ns=53292000000 mem=235270144 instructions=46933097617 wakeups=191526 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3237 +------- +timestamp=271343980094 +iterations=1804 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=393971287 +rapl_psys_sum_uj=0 +pid=0 energy=501423328040 alive=1 kernel=1 cpu_ns=53313000000 mem=235270144 instructions=46971665608 wakeups=191677 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3240 +------- +timestamp=271476825185 +iterations=1806 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=394370883 +rapl_psys_sum_uj=0 +pid=0 energy=501734160785 alive=1 kernel=1 cpu_ns=53335000000 mem=235274240 instructions=47011832157 wakeups=191845 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3242 +------- +timestamp=271609963427 +iterations=1807 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=394635287 +rapl_psys_sum_uj=0 +pid=0 energy=502036043690 alive=1 kernel=1 cpu_ns=53357000000 mem=235274240 instructions=47050208738 wakeups=191997 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3245 +------- +timestamp=271744456948 +iterations=1808 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=394891268 +rapl_psys_sum_uj=0 +pid=0 energy=502339070465 alive=1 kernel=1 cpu_ns=53379000000 mem=235278336 instructions=47088814093 wakeups=192147 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3248 +------- +timestamp=271877184712 +iterations=1810 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=395342073 +rapl_psys_sum_uj=0 +pid=0 energy=502840316470 alive=1 kernel=1 cpu_ns=53420000000 mem=236154880 instructions=47148063294 wakeups=192336 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3250 +------- +timestamp=272010506232 +iterations=1811 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=395543733 +rapl_psys_sum_uj=0 +pid=0 energy=502982242695 alive=1 kernel=1 cpu_ns=53429000000 mem=235274240 instructions=47167448539 wakeups=192466 diski=450560 disko=16150528 rx=11139 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3253 +------- +timestamp=272144615053 +iterations=1812 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=395801850 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comm=*system* +psu_energy_ac_mcp_machine=3278 +------- +timestamp=273346508766 +iterations=1824 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=398557706 +rapl_psys_sum_uj=0 +pid=0 energy=506104236395 alive=1 kernel=1 cpu_ns=53663000000 mem=235302912 instructions=47557847279 wakeups=194010 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3280 +------- +timestamp=273479061589 +iterations=1825 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=398814969 +rapl_psys_sum_uj=0 +pid=0 energy=506406619715 alive=1 kernel=1 cpu_ns=53685000000 mem=235298816 instructions=47596323943 wakeups=194166 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3282 +------- +timestamp=273611788224 +iterations=1826 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=399069729 +rapl_psys_sum_uj=0 +pid=0 energy=506714160580 alive=1 kernel=1 cpu_ns=53708000000 mem=235307008 instructions=47634832116 wakeups=194319 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3286 +------- +timestamp=273745802190 +iterations=1827 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=399322597 +rapl_psys_sum_uj=0 +pid=0 energy=507009422135 alive=1 kernel=1 cpu_ns=53729000000 mem=235261952 instructions=47672884427 wakeups=194463 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3288 +------- +timestamp=273878651874 +iterations=1829 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=399722926 +rapl_psys_sum_uj=0 +pid=0 energy=507325480910 alive=1 kernel=1 cpu_ns=53752000000 mem=235307008 instructions=47713096182 wakeups=194632 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3290 +------- +timestamp=274011904386 +iterations=1830 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=399977991 +rapl_psys_sum_uj=0 +pid=0 energy=507617764465 alive=1 kernel=1 cpu_ns=53772000000 mem=235307008 instructions=47751552893 wakeups=194778 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3294 +------- +timestamp=274147313467 +iterations=1831 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=400240014 +rapl_psys_sum_uj=0 +pid=0 energy=507938679600 alive=1 kernel=1 cpu_ns=53797000000 mem=235311104 instructions=47790735920 wakeups=194944 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3296 +------- +timestamp=274280450316 +iterations=1833 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=400644188 +rapl_psys_sum_uj=0 +pid=0 energy=508264870265 alive=1 kernel=1 cpu_ns=53822000000 mem=235384832 instructions=47830974053 wakeups=195099 diski=450560 disko=16166912 rx=11141 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3298 +------- +timestamp=274412912380 +iterations=1834 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=400894126 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comm=*system* +psu_energy_ac_mcp_machine=3323 +------- +timestamp=275613946225 +iterations=1845 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=403483232 +rapl_psys_sum_uj=0 +pid=0 energy=511354464295 alive=1 kernel=1 cpu_ns=54051000000 mem=235450368 instructions=48219892859 wakeups=196638 diski=450560 disko=16166912 rx=11143 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3326 +------- +timestamp=275748013705 +iterations=1847 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=403900406 +rapl_psys_sum_uj=0 +pid=0 energy=511853558790 alive=1 kernel=1 cpu_ns=54081000000 mem=235331584 instructions=48289711758 wakeups=196805 diski=450560 disko=16166912 rx=11143 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3328 +------- +timestamp=275881251333 +iterations=1848 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=404153762 +rapl_psys_sum_uj=0 +pid=0 energy=512151760725 alive=1 kernel=1 cpu_ns=54102000000 mem=235331584 instructions=48328352145 wakeups=196960 diski=450560 disko=16166912 rx=11143 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3331 +------- +timestamp=276014262354 +iterations=1849 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=404414015 +rapl_psys_sum_uj=0 +pid=0 energy=512463887325 alive=1 kernel=1 cpu_ns=54126000000 mem=235315200 instructions=48366777465 wakeups=197107 diski=450560 disko=16166912 rx=11143 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3334 +------- +timestamp=276147968780 +iterations=1851 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=404830456 +rapl_psys_sum_uj=0 +pid=0 energy=512857085295 alive=1 kernel=1 cpu_ns=54157000000 mem=235646976 instructions=48414417059 wakeups=197280 diski=450560 disko=16166912 rx=11143 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3336 +------- +timestamp=276281228351 +iterations=1852 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=405066051 +rapl_psys_sum_uj=0 +pid=0 energy=513097557110 alive=1 kernel=1 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comm=*system* +psu_energy_ac_mcp_machine=3368 +------- +timestamp=277882112428 +iterations=1867 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=408554326 +rapl_psys_sum_uj=0 +pid=0 energy=516837853625 alive=1 kernel=1 cpu_ns=54455000000 mem=235360256 instructions=48912570725 wakeups=199239 diski=450560 disko=16183296 rx=11145 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3371 +------- +timestamp=278014918768 +iterations=1869 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=408993961 +rapl_psys_sum_uj=0 +pid=0 energy=517288526195 alive=1 kernel=1 cpu_ns=54489000000 mem=236167168 instructions=48968705239 wakeups=199426 diski=450560 disko=16183296 rx=11145 tx=5530 comm=*system* +psu_energy_ac_mcp_machine=3374 +------- +timestamp=278149666908 +iterations=1870 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=409212344 +rapl_psys_sum_uj=0 +pid=0 energy=517472208485 alive=1 kernel=1 cpu_ns=54503000000 mem=235429888 instructions=48991441697 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comm=*system* +psu_energy_ac_mcp_machine=3414 +------- +timestamp=280159629604 +iterations=1889 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=413642570 +rapl_psys_sum_uj=0 +pid=0 energy=522113488730 alive=1 kernel=1 cpu_ns=54846000000 mem=235204608 instructions=49576697746 wakeups=201867 diski=450560 disko=16183296 rx=11148 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3416 +------- +timestamp=280292097166 +iterations=1890 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=413892814 +rapl_psys_sum_uj=0 +pid=0 energy=522422104590 alive=1 kernel=1 cpu_ns=54869000000 mem=235360256 instructions=49615420918 wakeups=202029 diski=450560 disko=16183296 rx=11148 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3420 +------- +timestamp=280426964879 +iterations=1892 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=414299674 +rapl_psys_sum_uj=0 +pid=0 energy=522749129810 alive=1 kernel=1 cpu_ns=54894000000 mem=235503616 instructions=49655825962 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comm=*system* +psu_energy_ac_mcp_machine=3460 +------- +timestamp=282440939602 +iterations=1911 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=418717452 +rapl_psys_sum_uj=0 +pid=0 energy=527414760145 alive=1 kernel=1 cpu_ns=55239000000 mem=231542784 instructions=50243952029 wakeups=204500 diski=450560 disko=16183296 rx=11150 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3462 +------- +timestamp=282573914460 +iterations=1912 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=418975447 +rapl_psys_sum_uj=0 +pid=0 energy=527727818265 alive=1 kernel=1 cpu_ns=55263000000 mem=231538688 instructions=50282563653 wakeups=204647 diski=450560 disko=16183296 rx=11150 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3465 +------- +timestamp=282708778616 +iterations=1914 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=419377973 +rapl_psys_sum_uj=0 +pid=0 energy=528048087675 alive=1 kernel=1 cpu_ns=55287000000 mem=231546880 instructions=50322617535 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comm=*system* +psu_energy_ac_mcp_machine=3505 +------- +timestamp=284713753506 +iterations=1933 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=423756931 +rapl_psys_sum_uj=0 +pid=0 energy=532702896035 alive=1 kernel=1 cpu_ns=55634000000 mem=231624704 instructions=50906579207 wakeups=207088 diski=450560 disko=16199680 rx=11152 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3508 +------- +timestamp=284846848344 +iterations=1934 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=424010959 +rapl_psys_sum_uj=0 +pid=0 energy=533011331680 alive=1 kernel=1 cpu_ns=55657000000 mem=231591936 instructions=50945266336 wakeups=207243 diski=450560 disko=16199680 rx=11152 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3510 +------- +timestamp=284980179859 +iterations=1936 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=424463106 +rapl_psys_sum_uj=0 +pid=0 energy=533508169245 alive=1 kernel=1 cpu_ns=55695000000 mem=232697856 instructions=51006633849 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comm=*system* +psu_energy_ac_mcp_machine=3551 +------- +timestamp=286992279087 +iterations=1955 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=428813499 +rapl_psys_sum_uj=0 +pid=0 energy=537955834130 alive=1 kernel=1 cpu_ns=56020000000 mem=231596032 instructions=51571166826 wakeups=209712 diski=450560 disko=16199680 rx=11154 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3553 +------- +timestamp=287124964452 +iterations=1956 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=429072715 +rapl_psys_sum_uj=0 +pid=0 energy=538254722215 alive=1 kernel=1 cpu_ns=56041000000 mem=231596032 instructions=51609944443 wakeups=209869 diski=450560 disko=16199680 rx=11156 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3556 +------- +timestamp=287258167570 +iterations=1957 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=429330283 +rapl_psys_sum_uj=0 +pid=0 energy=538551812515 alive=1 kernel=1 cpu_ns=56062000000 mem=231534592 instructions=51648362503 wakeups=210015 diski=450560 disko=16199680 rx=11156 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3559 +------- +timestamp=287394322633 +iterations=1959 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=429731405 +rapl_psys_sum_uj=0 +pid=0 energy=538864990695 alive=1 kernel=1 cpu_ns=56084000000 mem=231600128 instructions=51688998139 wakeups=210175 diski=450560 disko=16199680 rx=11156 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3561 +------- +timestamp=287526802534 +iterations=1960 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=429986104 +rapl_psys_sum_uj=0 +pid=0 energy=539187925400 alive=1 kernel=1 cpu_ns=56110000000 mem=231600128 instructions=51727585080 wakeups=210317 diski=450560 disko=16199680 rx=11156 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3564 +------- +timestamp=287659423558 +iterations=1961 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=430241719 +rapl_psys_sum_uj=0 +pid=0 energy=539487092555 alive=1 kernel=1 cpu_ns=56131000000 mem=231604224 instructions=51766418511 wakeups=210475 diski=450560 disko=16199680 rx=11156 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3567 +------- +timestamp=287795957889 +iterations=1963 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=430664691 +rapl_psys_sum_uj=0 +pid=0 energy=539882164220 alive=1 kernel=1 cpu_ns=56162000000 mem=231956480 instructions=51814432844 wakeups=210648 diski=450560 disko=16199680 rx=11156 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3569 +------- +timestamp=287929052914 +iterations=1964 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=430900286 +rapl_psys_sum_uj=0 +pid=0 energy=540116967170 alive=1 kernel=1 cpu_ns=56178000000 mem=231718912 instructions=51845393434 wakeups=210795 diski=450560 disko=16199680 rx=11156 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3572 +------- +timestamp=288062209473 +iterations=1965 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=431153398 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comm=*system* +psu_energy_ac_mcp_machine=3596 +------- +timestamp=289263433505 +iterations=1977 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=433898571 +rapl_psys_sum_uj=0 +pid=0 energy=543218608145 alive=1 kernel=1 cpu_ns=56407000000 mem=231542784 instructions=52236721629 wakeups=212363 diski=450560 disko=16216064 rx=11158 tx=5531 comm=*system* +psu_energy_ac_mcp_machine=3599 +------- +timestamp=289397470236 +iterations=1978 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=434158092 +rapl_psys_sum_uj=0 +pid=0 energy=543548577285 alive=1 kernel=1 cpu_ns=56434000000 mem=231739392 instructions=52275715457 wakeups=212516 diski=450560 disko=16216064 rx=11159 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3601 +------- +timestamp=289530284993 +iterations=1979 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=434405406 +rapl_psys_sum_uj=0 +pid=0 energy=543850588850 alive=1 kernel=1 cpu_ns=56456000000 mem=231776256 instructions=52314117770 wakeups=212662 diski=450560 disko=16216064 rx=11159 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3604 +------- +timestamp=289663377885 +iterations=1981 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=434839731 +rapl_psys_sum_uj=0 +pid=0 energy=544291935970 alive=1 kernel=1 cpu_ns=56489000000 mem=232345600 instructions=52369387194 wakeups=212830 diski=450560 disko=16216064 rx=11159 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3607 +------- +timestamp=289798470243 +iterations=1982 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=435065194 +rapl_psys_sum_uj=0 +pid=0 energy=544503255890 alive=1 kernel=1 cpu_ns=56507000000 mem=231673856 instructions=52393651178 wakeups=212984 diski=450560 disko=16216064 rx=11159 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3609 +------- +timestamp=289931690471 +iterations=1983 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=435319405 +rapl_psys_sum_uj=0 +pid=0 energy=544821135620 alive=1 kernel=1 cpu_ns=56532000000 mem=231882752 instructions=52432227124 wakeups=213138 diski=450560 disko=16216064 rx=11159 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3612 +------- +timestamp=290068574170 +iterations=1984 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=435578987 +rapl_psys_sum_uj=0 +pid=0 energy=545133805865 alive=1 kernel=1 cpu_ns=56556000000 mem=231632896 instructions=52470761173 wakeups=213293 diski=450560 disko=16216064 rx=11159 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3615 +------- +timestamp=290202687740 +iterations=1986 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=435974738 +rapl_psys_sum_uj=0 +pid=0 energy=545450282465 alive=1 kernel=1 cpu_ns=56579000000 mem=231628800 instructions=52511056493 wakeups=213447 diski=450560 disko=16216064 rx=11159 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3617 +------- +timestamp=290335760180 +iterations=1987 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=436235297 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comm=*system* +psu_energy_ac_mcp_machine=3641 +------- +timestamp=291543108055 +iterations=1999 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=438991943 +rapl_psys_sum_uj=0 +pid=0 energy=548538201185 alive=1 kernel=1 cpu_ns=56803000000 mem=231804928 instructions=52904640237 wakeups=215011 diski=450560 disko=16216064 rx=11161 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3645 +------- +timestamp=291678785913 +iterations=2000 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=439244018 +rapl_psys_sum_uj=0 +pid=0 energy=548824182560 alive=1 kernel=1 cpu_ns=56824000000 mem=231686144 instructions=52940836512 wakeups=215149 diski=450560 disko=16216064 rx=11161 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3647 +------- +timestamp=291812125828 +iterations=2001 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=439502501 +rapl_psys_sum_uj=0 +pid=0 energy=549119285855 alive=1 kernel=1 cpu_ns=56844000000 mem=231645184 instructions=52979857171 wakeups=215302 diski=450560 disko=16216064 rx=11161 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3649 +------- +timestamp=291945180162 +iterations=2002 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=439752562 +rapl_psys_sum_uj=0 +pid=0 energy=549425281535 alive=1 kernel=1 cpu_ns=56867000000 mem=231604224 instructions=53018056307 wakeups=215444 diski=450560 disko=16216064 rx=11161 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3653 +------- +timestamp=292079534750 +iterations=2004 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=440154355 +rapl_psys_sum_uj=0 +pid=0 energy=549748505135 alive=1 kernel=1 cpu_ns=56891000000 mem=231661568 instructions=53058701027 wakeups=215616 diski=450560 disko=16216064 rx=11161 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3655 +------- +timestamp=292212016049 +iterations=2005 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=440412777 +rapl_psys_sum_uj=0 +pid=0 energy=550045321915 alive=1 kernel=1 cpu_ns=56912000000 mem=231665664 instructions=53097064383 wakeups=215764 diski=450560 disko=16216064 rx=11161 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3657 +------- +timestamp=292344999322 +iterations=2006 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=440675228 +rapl_psys_sum_uj=0 +pid=0 energy=550350446940 alive=1 kernel=1 cpu_ns=56934000000 mem=231661568 instructions=53136089388 wakeups=215919 diski=450560 disko=16216064 rx=11162 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3661 +------- +timestamp=292479211965 +iterations=2008 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=441075007 +rapl_psys_sum_uj=0 +pid=0 energy=550696342585 alive=1 kernel=1 cpu_ns=56961000000 mem=231661568 instructions=53178268517 wakeups=216079 diski=450560 disko=16216064 rx=11162 tx=5532 comm=*system* +psu_energy_ac_mcp_machine=3663 +------- +timestamp=292611719960 +iterations=2009 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=441327448 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comm=*system* +psu_energy_ac_mcp_machine=3824 +------- +timestamp=300645237981 +iterations=2086 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=459121050 +rapl_psys_sum_uj=0 +pid=0 energy=569979193880 alive=1 kernel=1 cpu_ns=58396000000 mem=231800832 instructions=55599838776 wakeups=225571 diski=450560 disko=19177472 rx=11171 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3826 +------- +timestamp=300777678010 +iterations=2087 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=459378862 +rapl_psys_sum_uj=0 +pid=0 energy=570297850205 alive=1 kernel=1 cpu_ns=58421000000 mem=231796736 instructions=55638570041 wakeups=225723 diski=450560 disko=19177472 rx=11171 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3829 +------- +timestamp=300910722376 +iterations=2089 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=459780534 +rapl_psys_sum_uj=0 +pid=0 energy=570626202390 alive=1 kernel=1 cpu_ns=58446000000 mem=231800832 instructions=55679240478 wakeups=225888 diski=450560 disko=19177472 rx=11171 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3832 +------- +timestamp=301044534073 +iterations=2090 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=460034745 +rapl_psys_sum_uj=0 +pid=0 energy=570940994145 alive=1 kernel=1 cpu_ns=58470000000 mem=231809024 instructions=55718198829 wakeups=226042 diski=450560 disko=19177472 rx=11173 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3834 +------- +timestamp=301177218795 +iterations=2091 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=460296036 +rapl_psys_sum_uj=0 +pid=0 energy=571249080240 alive=1 kernel=1 cpu_ns=58493000000 mem=231718912 instructions=55756816048 wakeups=226194 diski=450560 disko=19177472 rx=11173 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3837 +------- +timestamp=301309978655 +iterations=2093 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=460736708 +rapl_psys_sum_uj=0 +pid=0 energy=571731394760 alive=1 kernel=1 cpu_ns=58532000000 mem=232701952 instructions=55814278952 wakeups=226369 diski=450560 disko=19177472 rx=11173 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3840 +------- +timestamp=301444937886 +iterations=2094 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=460945204 +rapl_psys_sum_uj=0 +pid=0 energy=571897880435 alive=1 kernel=1 cpu_ns=58544000000 mem=231936000 instructions=55835576087 wakeups=226500 diski=450560 disko=19177472 rx=11173 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3842 +------- +timestamp=301578241208 +iterations=2095 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=461200636 +rapl_psys_sum_uj=0 +pid=0 energy=572196240875 alive=1 kernel=1 cpu_ns=58565000000 mem=231931904 instructions=55874248175 wakeups=226646 diski=450560 disko=19177472 rx=11173 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3845 +------- +timestamp=301711405225 +iterations=2096 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=461453260 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comm=*system* +psu_energy_ac_mcp_machine=3870 +------- +timestamp=302918838395 +iterations=2108 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=464206551 +rapl_psys_sum_uj=0 +pid=0 energy=575344002370 alive=1 kernel=1 cpu_ns=58803000000 mem=232103936 instructions=56265800474 wakeups=228167 diski=450560 disko=19177472 rx=11173 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3872 +------- +timestamp=303052284616 +iterations=2109 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=464464607 +rapl_psys_sum_uj=0 +pid=0 energy=575649889210 alive=1 kernel=1 cpu_ns=58825000000 mem=231768064 instructions=56304977842 wakeups=228322 diski=450560 disko=19177472 rx=11173 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3874 +------- +timestamp=303185736589 +iterations=2111 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=464887091 +rapl_psys_sum_uj=0 +pid=0 energy=576076116855 alive=1 kernel=1 cpu_ns=58859000000 mem=232423424 instructions=56356223371 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comm=*system* +psu_energy_ac_mcp_machine=3915 +------- +timestamp=305193499344 +iterations=2130 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=469298091 +rapl_psys_sum_uj=0 +pid=0 energy=580616875130 alive=1 kernel=1 cpu_ns=59189000000 mem=231985152 instructions=56934375026 wakeups=230849 diski=647168 disko=19197952 rx=11177 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3918 +------- +timestamp=305326970018 +iterations=2131 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=469555537 +rapl_psys_sum_uj=0 +pid=0 energy=580930644250 alive=1 kernel=1 cpu_ns=59213000000 mem=231985152 instructions=56973128850 wakeups=230997 diski=647168 disko=19197952 rx=11177 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3920 +------- +timestamp=305460351065 +iterations=2132 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=469814509 +rapl_psys_sum_uj=0 +pid=0 energy=581243457635 alive=1 kernel=1 cpu_ns=59237000000 mem=232091648 instructions=57011691527 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comm=*system* +psu_energy_ac_mcp_machine=3960 +------- +timestamp=307468480667 +iterations=2152 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=474376450 +rapl_psys_sum_uj=0 +pid=0 energy=585945172285 alive=1 kernel=1 cpu_ns=59587000000 mem=232009728 instructions=57602034457 wakeups=233477 diski=647168 disko=19197952 rx=11179 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3964 +------- +timestamp=307604648978 +iterations=2153 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=474638107 +rapl_psys_sum_uj=0 +pid=0 energy=586258328365 alive=1 kernel=1 cpu_ns=59611000000 mem=232013824 instructions=57640665673 wakeups=233624 diski=647168 disko=19197952 rx=11179 tx=5533 comm=*system* +psu_energy_ac_mcp_machine=3966 +------- +timestamp=307737732080 +iterations=2154 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=474898544 +rapl_psys_sum_uj=0 +pid=0 energy=586563826045 alive=1 kernel=1 cpu_ns=59633000000 mem=232022016 instructions=57679765209 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comm=*system* +psu_energy_ac_mcp_machine=4006 +------- +timestamp=309742285812 +iterations=2174 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=479421973 +rapl_psys_sum_uj=0 +pid=0 energy=591261148575 alive=1 kernel=1 cpu_ns=59980000000 mem=232046592 instructions=58272229715 wakeups=236088 diski=647168 disko=19214336 rx=11182 tx=5534 comm=*system* +psu_energy_ac_mcp_machine=4008 +------- +timestamp=309875335207 +iterations=2175 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=479672644 +rapl_psys_sum_uj=0 +pid=0 energy=591545336810 alive=1 kernel=1 cpu_ns=60001000000 mem=232046592 instructions=58308067362 wakeups=236250 diski=647168 disko=19214336 rx=11182 tx=5534 comm=*system* +psu_energy_ac_mcp_machine=4012 +------- +timestamp=310008811610 +iterations=2176 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=479921789 +rapl_psys_sum_uj=0 +pid=0 energy=591873339890 alive=1 kernel=1 cpu_ns=60028000000 mem=231870464 instructions=58346667978 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comm=*system* +psu_energy_ac_mcp_machine=4097 +------- +timestamp=314297698617 +iterations=2217 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=489443009 +rapl_psys_sum_uj=0 +pid=0 energy=602084747065 alive=1 kernel=1 cpu_ns=60785000000 mem=232103936 instructions=59631949413 wakeups=241426 diski=647168 disko=21528576 rx=11186 tx=5534 comm=*system* +psu_energy_ac_mcp_machine=4100 +------- +timestamp=314431250776 +iterations=2219 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=489840225 +rapl_psys_sum_uj=0 +pid=0 energy=602396842590 alive=1 kernel=1 cpu_ns=60807000000 mem=232132608 instructions=59672368518 wakeups=241585 diski=647168 disko=21528576 rx=11186 tx=5534 comm=*system* +psu_energy_ac_mcp_machine=4103 +------- +timestamp=314567414076 +iterations=2220 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=490095901 +rapl_psys_sum_uj=0 +pid=0 energy=602706887190 alive=1 kernel=1 cpu_ns=60830000000 mem=232153088 instructions=59711377438 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comm=*system* +psu_energy_ac_mcp_machine=4234 +------- +timestamp=321109767215 +iterations=2283 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=504663010 +rapl_psys_sum_uj=0 +pid=0 energy=617975941655 alive=1 kernel=1 cpu_ns=61956000000 mem=232194048 instructions=61639188331 wakeups=249380 diski=647168 disko=21544960 rx=11195 tx=5535 comm=*system* +psu_energy_ac_mcp_machine=4236 +------- +timestamp=321242225815 +iterations=2284 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=504915573 +rapl_psys_sum_uj=0 +pid=0 energy=618274889450 alive=1 kernel=1 cpu_ns=61977000000 mem=232189952 instructions=61677977890 wakeups=249534 diski=647168 disko=21544960 rx=11195 tx=5535 comm=*system* +psu_energy_ac_mcp_machine=4239 +------- +timestamp=321377197507 +iterations=2285 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=505171188 +rapl_psys_sum_uj=0 +pid=0 energy=618582286765 alive=1 kernel=1 cpu_ns=62000000000 mem=232206336 instructions=61716457353 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comm=*system* +psu_energy_ac_mcp_machine=4279 +------- +timestamp=323387491940 +iterations=2305 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=509723547 +rapl_psys_sum_uj=0 +pid=0 energy=623324939820 alive=1 kernel=1 cpu_ns=62356000000 mem=232402944 instructions=62308987964 wakeups=252000 diski=647168 disko=21544960 rx=11198 tx=5535 comm=*system* +psu_energy_ac_mcp_machine=4282 +------- +timestamp=323519964251 +iterations=2306 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=509973730 +rapl_psys_sum_uj=0 +pid=0 energy=623630422500 alive=1 kernel=1 cpu_ns=62378000000 mem=232321024 instructions=62348084500 wakeups=252155 diski=647168 disko=21544960 rx=11198 tx=5535 comm=*system* +psu_energy_ac_mcp_machine=4285 +------- +timestamp=323656684167 +iterations=2307 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=510224157 +rapl_psys_sum_uj=0 +pid=0 energy=623928728840 alive=1 kernel=1 cpu_ns=62399000000 mem=232361984 instructions=62386745768 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comm=*system* +psu_energy_ac_mcp_machine=4645 +------- +timestamp=341610355784 +iterations=2480 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=550209365 +rapl_psys_sum_uj=0 +pid=0 energy=665952356175 alive=1 kernel=1 cpu_ns=65501000000 mem=232456192 instructions=67689471235 wakeups=273278 diski=647168 disko=23121920 rx=11218 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4648 +------- +timestamp=341746058437 +iterations=2481 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=550467116 +rapl_psys_sum_uj=0 +pid=0 energy=666271898930 alive=1 kernel=1 cpu_ns=65526000000 mem=232460288 instructions=67728379786 wakeups=273423 diski=647168 disko=23121920 rx=11218 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4650 +------- +timestamp=341879055631 +iterations=2483 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=550868848 +rapl_psys_sum_uj=0 +pid=0 energy=666609536835 alive=1 kernel=1 cpu_ns=65550000000 mem=232460288 instructions=67771907367 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comm=*system* +psu_energy_ac_mcp_machine=4690 +------- +timestamp=343880319994 +iterations=2502 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=555248110 +rapl_psys_sum_uj=0 +pid=0 energy=671208770310 alive=1 kernel=1 cpu_ns=65882000000 mem=232484864 instructions=68359754062 wakeups=275857 diski=647168 disko=23121920 rx=11220 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4694 +------- +timestamp=344016778524 +iterations=2503 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=555510744 +rapl_psys_sum_uj=0 +pid=0 energy=671529262290 alive=1 kernel=1 cpu_ns=65907000000 mem=232697856 instructions=68398852458 wakeups=276009 diski=647168 disko=23121920 rx=11220 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4696 +------- +timestamp=344150470367 +iterations=2504 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=555770631 +rapl_psys_sum_uj=0 +pid=0 energy=671849828120 alive=1 kernel=1 cpu_ns=65932000000 mem=232574976 instructions=68437965624 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comm=*system* +psu_energy_ac_mcp_machine=4736 +------- +timestamp=346159965783 +iterations=2524 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=560340321 +rapl_psys_sum_uj=0 +pid=0 energy=676581384290 alive=1 kernel=1 cpu_ns=66284000000 mem=232501248 instructions=69032276858 wakeups=278504 diski=647168 disko=23138304 rx=11222 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4738 +------- +timestamp=346293241710 +iterations=2525 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=560596668 +rapl_psys_sum_uj=0 +pid=0 energy=676875512070 alive=1 kernel=1 cpu_ns=66304000000 mem=232529920 instructions=69071102414 wakeups=278651 diski=647168 disko=23138304 rx=11222 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4742 +------- +timestamp=346427187733 +iterations=2526 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=560851794 +rapl_psys_sum_uj=0 +pid=0 energy=677189763300 alive=1 kernel=1 cpu_ns=66328000000 mem=232521728 instructions=69109952660 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comm=*system* +psu_energy_ac_mcp_machine=4782 +------- +timestamp=348438098847 +iterations=2546 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=565436991 +rapl_psys_sum_uj=0 +pid=0 energy=681988886945 alive=1 kernel=1 cpu_ns=66691000000 mem=232685568 instructions=69706777389 wakeups=281131 diski=647168 disko=23138304 rx=11224 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4784 +------- +timestamp=348571690909 +iterations=2547 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=565688638 +rapl_psys_sum_uj=0 +pid=0 energy=682302835355 alive=1 kernel=1 cpu_ns=66715000000 mem=232710144 instructions=69745567071 wakeups=281283 diski=647168 disko=23138304 rx=11224 tx=5537 comm=*system* +psu_energy_ac_mcp_machine=4787 +------- +timestamp=348708113689 +iterations=2548 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=565947610 +rapl_psys_sum_uj=0 +pid=0 energy=682603465715 alive=1 kernel=1 cpu_ns=66736000000 mem=232390656 instructions=69784693143 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comm=*system* +psu_energy_ac_mcp_machine=4827 +------- +timestamp=350709071903 +iterations=2568 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=570555023 +rapl_psys_sum_uj=0 +pid=0 energy=687443675365 alive=1 kernel=1 cpu_ns=67090000000 mem=233549824 instructions=70398735073 wakeups=283816 diski=647168 disko=23154688 rx=11227 tx=5538 comm=*system* +psu_energy_ac_mcp_machine=4830 +------- +timestamp=350842247372 +iterations=2569 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=570765472 +rapl_psys_sum_uj=0 +pid=0 energy=687581295060 alive=1 kernel=1 cpu_ns=67098000000 mem=232640512 instructions=70418259012 wakeups=283955 diski=647168 disko=23154688 rx=11227 tx=5538 comm=*system* +psu_energy_ac_mcp_machine=4832 +------- +timestamp=350974978245 +iterations=2570 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=571025359 +rapl_psys_sum_uj=0 +pid=0 energy=687902681175 alive=1 kernel=1 cpu_ns=67123000000 mem=232701952 instructions=70457536235 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comm=*system* +psu_energy_ac_mcp_machine=4872 +------- +timestamp=352974722093 +iterations=2589 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=575433066 +rapl_psys_sum_uj=0 +pid=0 energy=692662747865 alive=1 kernel=1 cpu_ns=67483000000 mem=232460288 instructions=71049549573 wakeups=286451 diski=647168 disko=23154688 rx=11230 tx=5538 comm=*system* +psu_energy_ac_mcp_machine=4876 +------- +timestamp=353109615634 +iterations=2591 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=575844869 +rapl_psys_sum_uj=0 +pid=0 energy=693034600805 alive=1 kernel=1 cpu_ns=67511000000 mem=232574976 instructions=71095920161 wakeups=286626 diski=647168 disko=23154688 rx=11232 tx=5538 comm=*system* +psu_energy_ac_mcp_machine=4878 +------- +timestamp=353242700955 +iterations=2592 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=576083821 +rapl_psys_sum_uj=0 +pid=0 energy=693302892935 alive=1 kernel=1 cpu_ns=67531000000 mem=232542208 instructions=71129578587 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comm=*system* +psu_energy_ac_mcp_machine=5192 +------- +timestamp=368897687279 +iterations=2742 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=611016910 +rapl_psys_sum_uj=0 +pid=0 energy=730152149275 alive=1 kernel=1 cpu_ns=70231000000 mem=232841216 instructions=75799429855 wakeups=305023 diski=647168 disko=26267648 rx=11247 tx=5539 comm=*system* +psu_energy_ac_mcp_machine=5195 +------- +timestamp=369031131044 +iterations=2744 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=611419375 +rapl_psys_sum_uj=0 +pid=0 energy=730469196650 alive=1 kernel=1 cpu_ns=70253000000 mem=232820736 instructions=75840839330 wakeups=305198 diski=647168 disko=26267648 rx=11247 tx=5539 comm=*system* +psu_energy_ac_mcp_machine=5198 +------- +timestamp=369163921581 +iterations=2745 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=611681704 +rapl_psys_sum_uj=0 +pid=0 energy=730769327265 alive=1 kernel=1 cpu_ns=70274000000 mem=232824832 instructions=75879865453 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comm=*system* +psu_energy_ac_mcp_machine=5329 +------- +timestamp=375724551428 +iterations=2808 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=626291903 +rapl_psys_sum_uj=0 +pid=0 energy=746256591895 alive=1 kernel=1 cpu_ns=71409000000 mem=232910848 instructions=77842318379 wakeups=312925 diski=647168 disko=26304512 rx=11256 tx=5540 comm=*system* +psu_energy_ac_mcp_machine=5332 +------- +timestamp=375861660709 +iterations=2809 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=626553011 +rapl_psys_sum_uj=0 +pid=0 energy=746562949655 alive=1 kernel=1 cpu_ns=71431000000 mem=232919040 instructions=77881589931 wakeups=313080 diski=647168 disko=26304512 rx=11256 tx=5540 comm=*system* +psu_energy_ac_mcp_machine=5334 +------- +timestamp=375994609325 +iterations=2811 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=626946199 +rapl_psys_sum_uj=0 +pid=0 energy=746878936965 alive=1 kernel=1 cpu_ns=71453000000 mem=232751104 instructions=77922787393 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comm=*system* +psu_energy_ac_mcp_machine=5374 +------- +timestamp=378003678988 +iterations=2830 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=631381007 +rapl_psys_sum_uj=0 +pid=0 energy=751565997210 alive=1 kernel=1 cpu_ns=71797000000 mem=233013248 instructions=78516199442 wakeups=315527 diski=647168 disko=26304512 rx=11258 tx=5540 comm=*system* +psu_energy_ac_mcp_machine=5377 +------- +timestamp=378136032285 +iterations=2831 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=631640528 +rapl_psys_sum_uj=0 +pid=0 energy=751872839950 alive=1 kernel=1 cpu_ns=71819000000 mem=232857600 instructions=78555567990 wakeups=315689 diski=647168 disko=26304512 rx=11258 tx=5540 comm=*system* +psu_energy_ac_mcp_machine=5380 +------- +timestamp=378270812415 +iterations=2833 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=632077599 +rapl_psys_sum_uj=0 +pid=0 energy=752322291320 alive=1 kernel=1 cpu_ns=71852000000 mem=233648128 instructions=78612458264 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comm=*system* +psu_energy_ac_mcp_machine=5466 +------- +timestamp=382549676438 +iterations=2874 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=641635317 +rapl_psys_sum_uj=0 +pid=0 energy=762198363160 alive=1 kernel=1 cpu_ns=72572000000 mem=232943616 instructions=79867672632 wakeups=320783 diski=647168 disko=26320896 rx=11264 tx=5541 comm=*system* +psu_energy_ac_mcp_machine=5468 +------- +timestamp=382682787582 +iterations=2875 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=641897096 +rapl_psys_sum_uj=0 +pid=0 energy=762511763085 alive=1 kernel=1 cpu_ns=72596000000 mem=233033728 instructions=79906352617 wakeups=320924 diski=647168 disko=26320896 rx=11264 tx=5541 comm=*system* +psu_energy_ac_mcp_machine=5471 +------- +timestamp=382816207968 +iterations=2876 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=642163087 +rapl_psys_sum_uj=0 +pid=0 energy=762807256140 alive=1 kernel=1 cpu_ns=72616000000 mem=233082880 instructions=79945451228 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comm=*system* +psu_energy_ac_mcp_machine=5512 +------- +timestamp=384824171127 +iterations=2896 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=646796011 +rapl_psys_sum_uj=0 +pid=0 energy=767629121185 alive=1 kernel=1 cpu_ns=72968000000 mem=233730048 instructions=80557824237 wakeups=323379 diski=647168 disko=26320896 rx=11267 tx=5541 comm=*system* +psu_energy_ac_mcp_machine=5514 +------- +timestamp=384957633031 +iterations=2897 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=647022024 +rapl_psys_sum_uj=0 +pid=0 energy=767821848320 alive=1 kernel=1 cpu_ns=72981000000 mem=233029632 instructions=80583369664 wakeups=323525 diski=647168 disko=26320896 rx=11267 tx=5541 comm=*system* +psu_energy_ac_mcp_machine=5516 +------- +timestamp=385090324923 +iterations=2898 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=647285329 +rapl_psys_sum_uj=0 +pid=0 energy=768123500240 alive=1 kernel=1 cpu_ns=73002000000 mem=233037824 instructions=80622700048 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comm=*system* +psu_energy_ac_mcp_machine=5557 +------- +timestamp=387105288025 +iterations=2917 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=651811075 +rapl_psys_sum_uj=0 +pid=0 energy=772933771995 alive=1 kernel=1 cpu_ns=73357000000 mem=232984576 instructions=81229754399 wakeups=326062 diski=647168 disko=29315072 rx=11269 tx=5541 comm=*system* +psu_energy_ac_mcp_machine=5560 +------- +timestamp=387238498361 +iterations=2919 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=652220315 +rapl_psys_sum_uj=0 +pid=0 energy=773281311410 alive=1 kernel=1 cpu_ns=73385000000 mem=233058304 instructions=81271262282 wakeups=326225 diski=647168 disko=29315072 rx=11271 tx=5541 comm=*system* +psu_energy_ac_mcp_machine=5562 +------- +timestamp=387371314835 +iterations=2920 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=652479043 +rapl_psys_sum_uj=0 +pid=0 energy=773581713840 alive=1 kernel=1 cpu_ns=73406000000 mem=233062400 instructions=81310342768 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comm=*system* +psu_energy_ac_mcp_machine=5603 +------- +timestamp=389386986951 +iterations=2939 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=656978362 +rapl_psys_sum_uj=0 +pid=0 energy=778355242725 alive=1 kernel=1 cpu_ns=73764000000 mem=233009152 instructions=81907048545 wakeups=328681 diski=647168 disko=29315072 rx=11275 tx=5543 comm=*system* +psu_energy_ac_mcp_machine=5605 +------- +timestamp=389520602861 +iterations=2941 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=657378935 +rapl_psys_sum_uj=0 +pid=0 energy=778675813090 alive=1 kernel=1 cpu_ns=73787000000 mem=233082880 instructions=81948162618 wakeups=328832 diski=647168 disko=29315072 rx=11275 tx=5543 comm=*system* +psu_energy_ac_mcp_machine=5608 +------- +timestamp=389654270538 +iterations=2942 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=657639860 +rapl_psys_sum_uj=0 +pid=0 energy=778976828550 alive=1 kernel=1 cpu_ns=73808000000 mem=233082880 instructions=81987365710 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comm=*system* +psu_energy_ac_mcp_machine=5649 +------- +timestamp=391666946676 +iterations=2961 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=662098466 +rapl_psys_sum_uj=0 +pid=0 energy=783709928460 alive=1 kernel=1 cpu_ns=74158000000 mem=233115648 instructions=82583985692 wakeups=331281 diski=647168 disko=29335552 rx=11277 tx=5543 comm=*system* +psu_energy_ac_mcp_machine=5651 +------- +timestamp=391799805170 +iterations=2963 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=662509475 +rapl_psys_sum_uj=0 +pid=0 energy=784056818380 alive=1 kernel=1 cpu_ns=74185000000 mem=233119744 instructions=82626363676 wakeups=331450 diski=647168 disko=29335552 rx=11277 tx=5543 comm=*system* +psu_energy_ac_mcp_machine=5654 +------- +timestamp=391932308469 +iterations=2964 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=662766433 +rapl_psys_sum_uj=0 +pid=0 energy=784354241590 alive=1 kernel=1 cpu_ns=74206000000 mem=233123840 instructions=82664848318 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comm=*system* +psu_energy_ac_mcp_machine=5695 +------- +timestamp=393946889814 +iterations=2983 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=667262822 +rapl_psys_sum_uj=0 +pid=0 energy=789138229210 alive=1 kernel=1 cpu_ns=74565000000 mem=233013248 instructions=83262645842 wakeups=333909 diski=647168 disko=29335552 rx=11279 tx=5543 comm=*system* +psu_energy_ac_mcp_machine=5697 +------- +timestamp=394079990712 +iterations=2985 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=667707034 +rapl_psys_sum_uj=0 +pid=0 energy=789589155410 alive=1 kernel=1 cpu_ns=74599000000 mem=233635840 instructions=83318831082 wakeups=334100 diski=647168 disko=29335552 rx=11279 tx=5543 comm=*system* +psu_energy_ac_mcp_machine=5699 +------- +timestamp=394212834701 +iterations=2986 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=667934756 +rapl_psys_sum_uj=0 +pid=0 energy=789784452715 alive=1 kernel=1 cpu_ns=74613000000 mem=233136128 instructions=83343890543 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comm=*system* +psu_energy_ac_mcp_machine=6151 +------- +timestamp=416706941822 +iterations=3202 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=718461194 +rapl_psys_sum_uj=0 +pid=0 energy=843400948695 alive=1 kernel=1 cpu_ns=78568000000 mem=233185280 instructions=90112189739 wakeups=360260 diski=647168 disko=29421568 rx=11304 tx=5545 comm=*system* +psu_energy_ac_mcp_machine=6154 +------- +timestamp=416839715890 +iterations=3203 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=718716687 +rapl_psys_sum_uj=0 +pid=0 energy=843717995220 alive=1 kernel=1 cpu_ns=78592000000 mem=233181184 instructions=90151599044 wakeups=360416 diski=647168 disko=29421568 rx=11304 tx=5545 comm=*system* +psu_energy_ac_mcp_machine=6157 +------- +timestamp=416975753687 +iterations=3205 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=719115429 +rapl_psys_sum_uj=0 +pid=0 energy=844047254530 alive=1 kernel=1 cpu_ns=78616000000 mem=233250816 instructions=90193450906 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comm=*system* +psu_energy_ac_mcp_machine=6243 +------- +timestamp=421268073254 +iterations=3246 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=728713430 +rapl_psys_sum_uj=0 +pid=0 energy=854547399130 alive=1 kernel=1 cpu_ns=79392000000 mem=233246720 instructions=91517479826 wakeups=365584 diski=647168 disko=32448512 rx=11311 tx=5546 comm=*system* +psu_energy_ac_mcp_machine=6245 +------- +timestamp=421401291110 +iterations=3247 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=728969533 +rapl_psys_sum_uj=0 +pid=0 energy=854865300215 alive=1 kernel=1 cpu_ns=79416000000 mem=233246720 instructions=91557060043 wakeups=365734 diski=647168 disko=32448512 rx=11311 tx=5546 comm=*system* +psu_energy_ac_mcp_machine=6248 +------- +timestamp=421537702339 +iterations=3249 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=729397388 +rapl_psys_sum_uj=0 +pid=0 energy=855303308305 alive=1 kernel=1 cpu_ns=79451000000 mem=233775104 instructions=91609661661 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tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12012 +------- +timestamp=708490829887 +iterations=6005 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1378352833 +rapl_psys_sum_uj=0 +pid=0 energy=1564075563370 alive=1 kernel=1 cpu_ns=132297000000 mem=237129728 instructions=180518112674 wakeups=698351 diski=647168 disko=64671744 rx=11653 tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12014 +------- +timestamp=708624362446 +iterations=6006 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1378610401 +rapl_psys_sum_uj=0 +pid=0 energy=1564379803365 alive=1 kernel=1 cpu_ns=132317000000 mem=237129728 instructions=180558960673 wakeups=698495 diski=647168 disko=64671744 rx=11653 tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12017 +------- +timestamp=708761143540 +iterations=6008 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1379025684 +rapl_psys_sum_uj=0 +pid=0 energy=1564762411710 alive=1 kernel=1 cpu_ns=132348000000 mem=237133824 instructions=180604482342 wakeups=698664 diski=647168 disko=64671744 rx=11653 tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12020 +------- +timestamp=708893826217 +iterations=6009 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1379288318 +rapl_psys_sum_uj=0 +pid=0 energy=1565088860785 alive=1 kernel=1 cpu_ns=132372000000 mem=237137920 instructions=180645772157 wakeups=698825 diski=647168 disko=64671744 rx=11653 tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12022 +------- +timestamp=709027389677 +iterations=6010 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1379546313 +rapl_psys_sum_uj=0 +pid=0 energy=1565407579145 alive=1 kernel=1 cpu_ns=132395000000 mem=237133824 instructions=180686515829 wakeups=698959 diski=647168 disko=64671744 rx=11653 tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12026 +------- +timestamp=709164780204 +iterations=6012 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1379971116 +rapl_psys_sum_uj=0 +pid=0 energy=1565849208045 alive=1 kernel=1 cpu_ns=132432000000 mem=237133824 instructions=180737841609 wakeups=699138 diski=647168 disko=64671744 rx=11653 tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12028 +------- +timestamp=709298073729 +iterations=6013 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1380214951 +rapl_psys_sum_uj=0 +pid=0 energy=1566118562500 alive=1 kernel=1 cpu_ns=132451000000 mem=237137920 instructions=180772712500 wakeups=699274 diski=647168 disko=64671744 rx=11653 tx=5579 comm=*system* +psu_energy_ac_mcp_machine=12030 +------- +timestamp=709430339946 +iterations=6014 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=1380476974 +rapl_psys_sum_uj=0 +pid=0 energy=1566444470635 alive=1 kernel=1 cpu_ns=132475000000 mem=237137920 instructions=180813894127 wakeups=699427 diski=647168 disko=64671744 rx=11656 tx=5580 comm=*system* +psu_energy_ac_mcp_machine=12034 +------- diff --git a/sample_data/energy_logs/M2-fixed-frequency-mixed-workload-new-2.log b/sample_data/energy_logs/M2-fixed-frequency-mixed-workload-new-2.log new file mode 100755 index 0000000..9cdc6c6 --- /dev/null +++ b/sample_data/energy_logs/M2-fixed-frequency-mixed-workload-new-2.log @@ -0,0 +1,18000 @@ +timestamp=2793096192243 +iterations=13591 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4875989808 +rapl_psys_sum_uj=0 +pid=0 energy=17055108496210 alive=1 kernel=1 cpu_ns=1282838000000 mem=226373632 instructions=2128183699242 wakeups=6465506 diski=134418432 disko=108601344 rx=226835 tx=101714 comm=*system* +------- +timestamp=2793214148140 +iterations=13592 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4876684693 +rapl_psys_sum_uj=0 +pid=0 energy=17057526958170 alive=1 kernel=1 cpu_ns=1282976000000 mem=253321216 instructions=2128529391634 wakeups=6465609 diski=134418432 disko=108601344 rx=226846 tx=101722 comm=*system* +------- +timestamp=2793331674093 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comm=*system* +------- +timestamp=2794389490624 +iterations=13603 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4884128597 +rapl_psys_sum_uj=0 +pid=0 energy=17083375303130 alive=1 kernel=1 cpu_ns=1284341000000 mem=253579264 instructions=2132334060626 wakeups=6466237 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2794506959744 +iterations=13604 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4884810054 +rapl_psys_sum_uj=0 +pid=0 energy=17085750330850 alive=1 kernel=1 cpu_ns=1284467000000 mem=253579264 instructions=2132683066170 wakeups=6466291 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2794624498821 +iterations=13605 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4885488948 +rapl_psys_sum_uj=0 +pid=0 energy=17088120926860 alive=1 kernel=1 cpu_ns=1284593000000 mem=253444096 instructions=2133031185372 wakeups=6466344 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2794742066141 +iterations=13607 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4886798274 +rapl_psys_sum_uj=0 +pid=0 energy=17092636644245 alive=1 kernel=1 cpu_ns=1284828000000 mem=253583360 instructions=2133699328849 wakeups=6466417 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2794859633885 +iterations=13608 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4887473872 +rapl_psys_sum_uj=0 +pid=0 energy=17094976975030 alive=1 kernel=1 cpu_ns=1284951000000 mem=253587456 instructions=2134044395006 wakeups=6466469 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2794977251082 +iterations=13609 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4888153498 +rapl_psys_sum_uj=0 +pid=0 energy=17097339341465 alive=1 kernel=1 cpu_ns=1285075000000 mem=253587456 instructions=2134392868293 wakeups=6466525 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2795094788423 +iterations=13610 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4888832392 +rapl_psys_sum_uj=0 +pid=0 energy=17099710561130 alive=1 kernel=1 cpu_ns=1285201000000 mem=253587456 instructions=2134741112226 wakeups=6466581 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2795212165951 +iterations=13611 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4889515558 +rapl_psys_sum_uj=0 +pid=0 energy=17102074283260 alive=1 kernel=1 cpu_ns=1285325000000 mem=253591552 instructions=2135089856652 wakeups=6466641 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2795329706405 +iterations=13612 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4890199334 +rapl_psys_sum_uj=0 +pid=0 energy=17104446886410 alive=1 kernel=1 cpu_ns=1285451000000 mem=253591552 instructions=2135438377282 wakeups=6466701 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2795447086651 +iterations=13613 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4890882134 +rapl_psys_sum_uj=0 +pid=0 energy=17106807228265 alive=1 kernel=1 cpu_ns=1285575000000 mem=253526016 instructions=2135786445653 wakeups=6466749 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2795564764668 +iterations=13615 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4892221306 +rapl_psys_sum_uj=0 +pid=0 energy=17111443011140 alive=1 kernel=1 cpu_ns=1285817000000 mem=254652416 instructions=2136471602228 wakeups=6466835 diski=134418432 disko=108621824 rx=226940 tx=101768 comm=*system* +------- +timestamp=2795682413572 +iterations=13616 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4892868950 +rapl_psys_sum_uj=0 +pid=0 energy=17113644721665 alive=1 kernel=1 cpu_ns=1285929000000 mem=253591552 instructions=2136799944333 wakeups=6466868 diski=134418432 disko=108621824 rx=226942 tx=101768 comm=*system* +------- +timestamp=2795799731563 +iterations=13617 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4893548576 +rapl_psys_sum_uj=0 +pid=0 energy=17116026484995 alive=1 kernel=1 cpu_ns=1286057000000 mem=253595648 instructions=2137148296999 wakeups=6466921 diski=134418432 disko=108621824 rx=226942 tx=101768 comm=*system* +------- +timestamp=2795916988365 +iterations=13618 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4894233024 +rapl_psys_sum_uj=0 +pid=0 energy=17118382920350 alive=1 kernel=1 cpu_ns=1286180000000 mem=253595648 instructions=2137496584070 wakeups=6466976 diski=134418432 disko=108621824 rx=226942 tx=101768 comm=*system* +------- +timestamp=2796034507808 +iterations=13619 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=4894916068 +rapl_psys_sum_uj=0 +pid=0 energy=17120743966620 alive=1 kernel=1 cpu_ns=1286304000000 mem=253681664 instructions=2137844793324 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+------- diff --git a/sample_data/energy_logs/M2-fixed-frequency-mixed-workload-new-with-MCP.log b/sample_data/energy_logs/M2-fixed-frequency-mixed-workload-new-with-MCP.log new file mode 100755 index 0000000..f7ad87f --- /dev/null +++ b/sample_data/energy_logs/M2-fixed-frequency-mixed-workload-new-with-MCP.log @@ -0,0 +1,16830 @@ +timestamp=3643940801495 +iterations=357 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=123473033 +rapl_psys_sum_uj=0 +pid=0 energy=7381263351160 alive=1 kernel=1 cpu_ns=1427589000000 mem=221540352 instructions=48663670232 wakeups=22301 diski=9330688 disko=175239168 rx=65422 tx=31577 comm=*system* +psu_energy_ac_mcp_machine=1062256 +------- +timestamp=3644084964625 +iterations=359 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=124881601 +rapl_psys_sum_uj=0 +pid=0 energy=7385933910835 alive=1 kernel=1 cpu_ns=1427837000000 mem=248487936 instructions=49349782167 wakeups=22857 diski=9371648 disko=175239168 rx=65446 tx=31592 comm=*system* +psu_energy_ac_mcp_machine=3975708 +------- +timestamp=3644225230422 +iterations=360 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=125583993 +rapl_psys_sum_uj=0 +pid=0 energy=7388293205445 alive=1 kernel=1 cpu_ns=1427958000000 mem=248311808 instructions=49700641089 wakeups=23050 diski=9371648 disko=175239168 rx=65454 tx=31596 comm=*system* +psu_energy_ac_mcp_machine=8013062 +------- +timestamp=3644368768811 +iterations=361 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=126293526 +rapl_psys_sum_uj=0 +pid=0 energy=7390695050670 alive=1 kernel=1 cpu_ns=1428082000000 mem=248311808 instructions=50057010134 wakeups=23261 diski=9371648 disko=175239168 rx=65464 tx=31600 comm=*system* +psu_energy_ac_mcp_machine=10934326 +------- +timestamp=3644508844694 +iterations=363 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=127644111 +rapl_psys_sum_uj=0 +pid=0 energy=7395216339530 alive=1 kernel=1 cpu_ns=1428309000000 mem=248135680 instructions=50734267906 wakeups=23468 diski=9371648 disko=175239168 rx=65482 tx=31609 comm=*system* +psu_energy_ac_mcp_machine=14960815 +------- +timestamp=3644652349202 +iterations=364 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=128354499 +rapl_psys_sum_uj=0 +pid=0 energy=7397613263800 alive=1 kernel=1 cpu_ns=1428432000000 mem=248487936 instructions=51090652760 wakeups=23677 diski=9371648 disko=175239168 rx=65490 tx=31613 comm=*system* +psu_energy_ac_mcp_machine=18947266 +------- +timestamp=3644795886117 +iterations=365 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=129067511 +rapl_psys_sum_uj=0 +pid=0 energy=7400038786500 alive=1 kernel=1 cpu_ns=1428561000000 mem=248311808 instructions=51446757300 wakeups=23872 diski=9371648 disko=175239168 rx=65498 tx=31617 comm=*system* +psu_energy_ac_mcp_machine=21882935 +------- +timestamp=3644936809176 +iterations=367 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=130414556 +rapl_psys_sum_uj=0 +pid=0 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instructions=1420627065829 wakeups=6510498 diski=10801152 disko=401920000 rx=217921 tx=98355 comm=*system* +psu_energy_ac_mcp_machine=7774068481 +------- +timestamp=3922039981349 +iterations=3030 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2488272190 +rapl_psys_sum_uj=0 +pid=0 energy=17252772712200 alive=1 kernel=1 cpu_ns=2029502000000 mem=251887616 instructions=1421052542440 wakeups=6512250 diski=10801152 disko=402141184 rx=217921 tx=98355 comm=*system* +psu_energy_ac_mcp_machine=7778730957 +------- +timestamp=3922184108016 +iterations=3032 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2490342563 +rapl_psys_sum_uj=0 +pid=0 energy=17259808900555 alive=1 kernel=1 cpu_ns=2030071000000 mem=252592128 instructions=1421890780111 wakeups=6515704 diski=10801152 disko=402591744 rx=217921 tx=98355 comm=*system* +psu_energy_ac_mcp_machine=7783376221 +------- +timestamp=3922332755069 +iterations=3033 +sample_ns=100000000 +window_ns=1000000000 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instructions=1425257226594 wakeups=6529814 diski=10801152 disko=404443136 rx=217923 tx=98355 comm=*system* +psu_energy_ac_mcp_machine=7808891357 +------- +timestamp=3923216226038 +iterations=3041 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2499754667 +rapl_psys_sum_uj=0 +pid=0 energy=17291839616665 alive=1 kernel=1 cpu_ns=2032684000000 mem=251969536 instructions=1425683923333 wakeups=6531560 diski=10801152 disko=404672512 rx=217923 tx=98355 comm=*system* +psu_energy_ac_mcp_machine=7813543091 +------- +timestamp=3923368493571 +iterations=3043 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2501832119 +rapl_psys_sum_uj=0 +pid=0 energy=17298853988395 alive=1 kernel=1 cpu_ns=2033251000000 mem=251969536 instructions=1426519797679 wakeups=6535039 diski=10801152 disko=405127168 rx=217923 tx=98355 comm=*system* +psu_energy_ac_mcp_machine=7817006714 +------- +timestamp=3923514606729 +iterations=3044 +sample_ns=100000000 +window_ns=1000000000 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instructions=1429883256818 wakeups=6549057 diski=10801152 disko=406953984 rx=217925 tx=98357 comm=*system* +psu_energy_ac_mcp_machine=7842505981 +------- +timestamp=3924397068407 +iterations=3053 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2512250997 +rapl_psys_sum_uj=0 +pid=0 energy=17334171871395 alive=1 kernel=1 cpu_ns=2036125000000 mem=251809792 instructions=1430709374279 wakeups=6552472 diski=10801152 disko=407404544 rx=217925 tx=98357 comm=*system* +psu_energy_ac_mcp_machine=7847170532 +------- +timestamp=3924542699253 +iterations=3054 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2513318562 +rapl_psys_sum_uj=0 +pid=0 energy=17337812785775 alive=1 kernel=1 cpu_ns=2036418000000 mem=251809792 instructions=1431144557155 wakeups=6554263 diski=10801152 disko=407642112 rx=217927 tx=98357 comm=*system* +psu_energy_ac_mcp_machine=7851829712 +------- +timestamp=3924687818496 +iterations=3056 +sample_ns=100000000 +window_ns=1000000000 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cpu_ns=402198000000 mem=249323520 instructions=7428358743 wakeups=7057 diski=9740288 disko=2973696 rx=61223 tx=28114 comm=*system* +------- +timestamp=1421581223964 +iterations=408 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=69274146 +rapl_psys_sum_uj=0 +pid=0 energy=2050529274440 alive=1 kernel=1 cpu_ns=402320000000 mem=249331712 instructions=7785854888 wakeups=7112 diski=9740288 disko=2973696 rx=61232 tx=28118 comm=*system* +------- +timestamp=1421698620627 +iterations=409 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=69951941 +rapl_psys_sum_uj=0 +pid=0 energy=2052934276295 alive=1 kernel=1 cpu_ns=402443000000 mem=249257984 instructions=8143855259 wakeups=7180 diski=9740288 disko=2973696 rx=61242 tx=28123 comm=*system* +------- +timestamp=1421816147201 +iterations=410 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=70625952 +rapl_psys_sum_uj=0 +pid=0 energy=2055330767965 alive=1 kernel=1 cpu_ns=402565000000 mem=249298944 instructions=8501153593 wakeups=7227 diski=9740288 disko=2973696 rx=61250 tx=28127 comm=*system* +------- +timestamp=1421933602972 +iterations=412 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=71934361 +rapl_psys_sum_uj=0 +pid=0 energy=2059927569240 alive=1 kernel=1 cpu_ns=402796000000 mem=249159680 instructions=9189513848 wakeups=7320 diski=9740288 disko=2973696 rx=61268 tx=28136 comm=*system* +------- +timestamp=1422050989548 +iterations=413 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=72604771 +rapl_psys_sum_uj=0 +pid=0 energy=2062287692840 alive=1 kernel=1 cpu_ns=402915000000 mem=249323520 instructions=9542538568 wakeups=7367 diski=9740288 disko=2973696 rx=61278 tx=28141 comm=*system* +------- +timestamp=1422168517188 +iterations=414 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=73286350 +rapl_psys_sum_uj=0 +pid=0 energy=2064685932510 alive=1 kernel=1 cpu_ns=403037000000 mem=249237504 instructions=9900186502 wakeups=7431 diski=9740288 disko=2973696 rx=61288 tx=28146 comm=*system* +------- +timestamp=1422285977229 +iterations=415 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=73963962 +rapl_psys_sum_uj=0 +pid=0 energy=2067095729205 alive=1 kernel=1 cpu_ns=403161000000 mem=249348096 instructions=10258145841 wakeups=7483 diski=9740288 disko=2973696 rx=61296 tx=28150 comm=*system* +------- +timestamp=1422403512901 +iterations=416 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=74642856 +rapl_psys_sum_uj=0 +pid=0 energy=2069490365170 alive=1 kernel=1 cpu_ns=403282000000 mem=249487360 instructions=10616073034 wakeups=7546 diski=9740288 disko=2973696 rx=61306 tx=28155 comm=*system* +------- +timestamp=1422520877192 +iterations=417 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=75321872 +rapl_psys_sum_uj=0 +pid=0 energy=2071898589535 alive=1 kernel=1 cpu_ns=403406000000 mem=249372672 instructions=10973717907 wakeups=7600 diski=9740288 disko=2973696 rx=61316 tx=28159 comm=*system* 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instructions=1380502841760 wakeups=6259575 diski=11005952 disko=85258240 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699051266961 +iterations=3074 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2415960772 +rapl_psys_sum_uj=0 +pid=0 energy=11996304825395 alive=1 kernel=1 cpu_ns=1017749000000 mem=253108224 instructions=1381511965079 wakeups=6263791 diski=11005952 disko=85807104 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699183378089 +iterations=3075 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2417130815 +rapl_psys_sum_uj=0 +pid=0 energy=12000618821730 alive=1 kernel=1 cpu_ns=1018108000000 mem=253284352 instructions=1382015764346 wakeups=6265852 diski=11005952 disko=86081536 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699306505319 +iterations=3076 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2418323197 +rapl_psys_sum_uj=0 +pid=0 energy=12005068311360 alive=1 kernel=1 cpu_ns=1018473000000 mem=253284352 instructions=1382540662272 wakeups=6267990 diski=11005952 disko=86376448 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699432380904 +iterations=3077 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2419519974 +rapl_psys_sum_uj=0 +pid=0 energy=12009521667970 alive=1 kernel=1 cpu_ns=1018840000000 mem=253284352 instructions=1383064333594 wakeups=6270091 diski=11005952 disko=86654976 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699562164288 +iterations=3079 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2421863662 +rapl_psys_sum_uj=0 +pid=0 energy=12018100744645 alive=1 kernel=1 cpu_ns=1019542000000 mem=253812736 instructions=1384078148929 wakeups=6274271 diski=11005952 disko=87212032 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699689090457 +iterations=3080 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2423037245 +rapl_psys_sum_uj=0 +pid=0 energy=12022355483615 alive=1 kernel=1 cpu_ns=1019890000000 mem=253108224 instructions=1384581096723 wakeups=6276387 diski=11005952 disko=87486464 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699813562459 +iterations=3081 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2424215467 +rapl_psys_sum_uj=0 +pid=0 energy=12026607709750 alive=1 kernel=1 cpu_ns=1020232000000 mem=253108224 instructions=1385089541950 wakeups=6278449 diski=11005952 disko=87756800 rx=214559 tx=95118 comm=*system* +------- +timestamp=1699935890905 +iterations=3082 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2425402295 +rapl_psys_sum_uj=0 +pid=0 energy=12030954831100 alive=1 kernel=1 cpu_ns=1020589000000 mem=253124608 instructions=1385601966220 wakeups=6280596 diski=11005952 disko=88047616 rx=214559 tx=95118 comm=*system* +------- +timestamp=1700060648138 +iterations=3083 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2426572033 +rapl_psys_sum_uj=0 +pid=0 energy=12035233622940 alive=1 kernel=1 cpu_ns=1020944000000 mem=252948480 instructions=1386102724588 wakeups=6282655 diski=11005952 disko=88309760 rx=214560 tx=95120 comm=*system* +------- +timestamp=1700181545406 +iterations=3085 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2428897166 +rapl_psys_sum_uj=0 +pid=0 energy=12043660572025 alive=1 kernel=1 cpu_ns=1021630000000 mem=254357504 instructions=1387102114405 wakeups=6286742 diski=11005952 disko=88862720 rx=214560 tx=95120 comm=*system* +------- +timestamp=1700312833005 +iterations=3086 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2430069651 +rapl_psys_sum_uj=0 +pid=0 energy=12047901238940 alive=1 kernel=1 cpu_ns=1021979000000 mem=253300736 instructions=1387601247788 wakeups=6288815 diski=11005952 disko=89137152 rx=214560 tx=95120 comm=*system* +------- +timestamp=1700438416003 +iterations=3087 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2431255991 +rapl_psys_sum_uj=0 +pid=0 energy=12052209757125 alive=1 kernel=1 cpu_ns=1022329000000 mem=252948480 instructions=1388112951425 wakeups=6290885 diski=11005952 disko=89419776 rx=214560 tx=95120 comm=*system* +------- +timestamp=1700562062689 +iterations=3088 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2432447397 +rapl_psys_sum_uj=0 +pid=0 energy=12056617710450 alive=1 kernel=1 cpu_ns=1022694000000 mem=252948480 instructions=1388629542090 wakeups=6293017 diski=11005952 disko=89698304 rx=214560 tx=95120 comm=*system* +------- +timestamp=1700686374680 +iterations=3089 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2433632943 +rapl_psys_sum_uj=0 +pid=0 energy=12060980689370 alive=1 kernel=1 cpu_ns=1023055000000 mem=253124608 instructions=1389141137874 wakeups=6295068 diski=11005952 disko=89976832 rx=214560 tx=95120 comm=*system* +------- +timestamp=1700817876240 +iterations=3091 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2436050667 +rapl_psys_sum_uj=0 +pid=0 energy=12069969588515 alive=1 kernel=1 cpu_ns=1023796000000 mem=253407232 instructions=1390197917703 wakeups=6299421 diski=11005952 disko=90570752 rx=214562 tx=95120 comm=*system* +------- +timestamp=1700946961688 +iterations=3092 +sample_ns=100000000 +window_ns=1000000000 +rapl_core_sum_uj=2437191475 +rapl_psys_sum_uj=0 +pid=0 energy=12074158604685 alive=1 kernel=1 cpu_ns=1024144000000 mem=253169664 instructions=1390687720937 wakeups=6301430 diski=11005952 disko=90836992 rx=214562 tx=95120 comm=*system* +------- diff --git a/tools/benchmark.sh b/tools/benchmark.sh new file mode 100644 index 0000000..10eb02a --- /dev/null +++ b/tools/benchmark.sh @@ -0,0 +1,189 @@ +#!/usr/bin/env bash +set -euo pipefail + +usage() { + cat <<'USAGE' +Usage: ./benchmark.sh [options] + +Runs a mixed workload to exercise CPU, memory, disk, network, and wakeups +while you collect energy logs. Run energy-logger.sh in another terminal. + +Options: + --duration SEC seconds per phase / sub-phase (default: 20) + --rounds N repeat all phases N times (default: 1) + --tmpdir DIR directory for disk payloads (default: /tmp/procpower-bench) + --file-mb MB size of disk IO file in MB (default: 512) + --mem-mb MB memory stress size in MB (default: 512) + --cpu-workers N CPU worker processes (default: nproc) + --wakeup-threads N wakeup threads (default: nproc) + --net-url URL download URL for network phase + --cpu-only end benchmark after the CPU workload + -h, --help show this help + +Notes: + - For real disk IO, set --tmpdir to a disk-backed path (not tmpfs). + - Network phase downloads from the internet; ensure you have connectivity. +USAGE +} + +have() { command -v "$1" >/dev/null 2>&1; } + +CPU_ONLY=false +DURATION=20 +ROUNDS=1 +TMPDIR="/tmp/procpower-bench" +FILE_MB=512 +MEM_MB=512 +CPU_WORKERS="$(nproc)" +WAKEUP_THREADS="$(nproc)" +NET_URL="https://nbg1-speed.hetzner.com/100MB.bin" + +while [[ $# -gt 0 ]]; do + case "$1" in + --duration) DURATION="$2"; shift 2 ;; + --rounds) ROUNDS="$2"; shift 2 ;; + --tmpdir) TMPDIR="$2"; shift 2 ;; + --file-mb) FILE_MB="$2"; shift 2 ;; + --mem-mb) MEM_MB="$2"; shift 2 ;; + --cpu-workers) CPU_WORKERS="$2"; shift 2 ;; + --wakeup-threads) WAKEUP_THREADS="$2"; shift 2 ;; + --net-url) NET_URL="$2"; shift 2 ;; + --cpu-only) CPU_ONLY=true; shift ;; + -h|--help) usage; exit 0 ;; + *) echo "Unknown arg: $1" >&2; usage; exit 1 ;; + esac +done + +if ! have timeout; then + echo "timeout not found; install coreutils." >&2 + exit 1 +fi + +mkdir -p "$TMPDIR" +IO_FILE="$TMPDIR/bench-io.bin" + +cleanup() { + rm -f "$IO_FILE" +} +trap cleanup EXIT + +trap 'echo "Aborted."; pkill -P $$; exit 1' INT + + +phase() { + echo + echo "== $1 ==" +} + +run_timeout() { + # timeout exits 124 on expected time limit; don't treat as failure + timeout "$@" || { + status=$? + if [[ $status -ne 124 ]]; then + return $status + fi + } +} + +cpu_phase() { + phase "cpu (ramping)" + + local max_workers="$CPU_WORKERS" + local workers=1 + + while (( workers <= max_workers )); do + echo "Running with $workers CPU workers for ${DURATION}s" + + stress-ng --cpu "$workers" --cpu-method matrixprod --timeout "${DURATION}s" --metrics-brief + + ((workers++)) + done +} + +# VM is more unstable and thus shows strongly varying energy on the DRAM. +# Good because it is quite unpredictable +mem_phase_vm() { + phase "memory VM" + stress-ng --vm 1 --vm-bytes "${MEM_MB}M" --timeout "${DURATION}s" --metrics-brief + + stress-ng --vm "${CPU_WORKERS}" --vm-bytes "${MEM_MB}M" --timeout "${DURATION}s" --metrics-brief + +} + +# stream is more stable and allows to stress the memory to it fullest +mem_phase_stream() { + phase "memory stream" + stress-ng --stream 1 --vm-bytes "${MEM_MB}M" --timeout "${DURATION}s" --metrics-brief + + stress-ng --stream "${CPU_WORKERS}" --vm-bytes "${MEM_MB}M" --timeout "${DURATION}s" --metrics-brief +} + + +disk_write_phase() { + phase "disk write" + local count=$((FILE_MB / 4)) + if (( count < 1 )); then count=1; fi + run_timeout "${DURATION}s" bash -c "while :; do dd if=/dev/zero of='$IO_FILE' bs=4M count=$count conv=fdatasync status=none; done" +} + +disk_read_phase() { + phase "disk read" + if [[ ! -f "$IO_FILE" ]]; then + echo "disk file missing; skipping read phase" + return + fi + local count=$((FILE_MB / 4)) + if (( count < 1 )); then count=1; fi + run_timeout "${DURATION}s" bash -c "while :; do dd if='$IO_FILE' of=/dev/null bs=4M count=$count status=none; done" +} + +net_phase() { + phase "network (remote download)" + if have curl; then + run_timeout "${DURATION}s" bash -c "while :; do curl -sSfL --output /dev/null '${NET_URL}'; done" + return + fi + if have wget; then + run_timeout "${DURATION}s" bash -c "while :; do wget -q -O /dev/null '${NET_URL}'; done" + return + fi + echo "curl/wget not found; Please install to run net phase of benchmark ..." >&2 + exit 1 + +} + +idle_phase() { + phase "idle (sleeping)" + sleep "${DURATION}" +} + + +wakeups_phase() { + phase "wakeups" + stress-ng --switch "$WAKEUP_THREADS" --timeout "${DURATION}s" --metrics-brief +} + +syscall_phase() { + phase "syscall" + stress-ng --syscall "$CPU_WORKERS" --timeout "${DURATION}s" --metrics-brief +} + +for ((i=1; i<=ROUNDS; i++)); do + echo "Round $i/$ROUNDS" + cpu_phase + if $CPU_ONLY; then + echo "Aborting after CPU phase (--cpu-only)" + continue + fi + mem_phase_vm + mem_phase_stream + disk_write_phase + disk_read_phase + net_phase + idle_phase + wakeups_phase + syscall_phase +done + +echo +echo "Benchmark complete." diff --git a/tools/energy-logger.sh b/tools/energy-logger.sh index 7da93b7..da66244 100755 --- a/tools/energy-logger.sh +++ b/tools/energy-logger.sh @@ -5,21 +5,38 @@ if [[ $EUID -ne 0 ]]; then exit 1 fi -# 1) Create a unique log file in /tmp (e.g. /tmp/energy‑abcd1234.log) +# 1) Create a unique log file in /tmp (e.g. /tmp/energy‑abcd1234.log) if nothing supplied. Otherwise take user supplied dir which must also be writeable LOGFILE=$(mktemp /tmp/energy-XXXXXXXX.log) +MCP_BIN=/home/gc/green-metrics-tool/metric_providers/psu/energy/ac/mcp/machine/metric-provider-binary + +# Function to safely call MCP if binary exists +call_mcp() { + if [[ -x "$MCP_BIN" ]]; then + "$MCP_BIN" "$@" + else + echo "⚠️ MCP binary not found at $MCP_BIN" >&2 + fi +} + chmod 777 $LOGFILE + echo "Logging to $LOGFILE" # 2) Counters and timers iterations=0 last_report=$(date +%s) +# Start MCP safely +call_mcp -o # reset +call_mcp -e -o # start energy accumulator + # 3) Infinite sampling loop while : ; do # append reading # sudo cat /sys/kernel/debug/energy/all >> "$LOGFILE" sudo cat /sys/kernel/debug/energy/sys >> "$LOGFILE" - + echo -n "psu_energy_ac_mcp_machine=" >> "$LOGFILE" + call_mcp -e -o >> "$LOGFILE" echo '-------' >> "$LOGFILE" sleep 0.1 # ≈100 Hz sample rate diff --git a/tools/model.py b/tools/model.py index f7b1784..95c83d1 100755 --- a/tools/model.py +++ b/tools/model.py @@ -1,147 +1,312 @@ #!/usr/bin/env python3 -from pathlib import Path +import re +import sys import argparse +from pathlib import Path + import numpy as np import pandas as pd -from sklearn.linear_model import LinearRegression, Ridge -from sklearn.metrics import ( - r2_score, - mean_squared_error, - mean_absolute_error, - mean_absolute_percentage_error, -) -from sklearn.model_selection import train_test_split, KFold, cross_validate -from sklearn.metrics import mean_squared_error - -# ---- reuse helper functions you already have ----------------------------- -from parse_log import ( - parse_monitor_file, - remove_samples, - compute_deltas, -) -# -------------------------------------------------------------------------- - -FEATURES = [ - "cpu_ns", - "mem", - "instructions", - "wakeups", - "diski", - "disko", - "rx", - "tx", -] - -def aggregate_sample(sample: dict, use_rate: bool) -> dict: - """Collapse one timestamp block into a single feature row.""" - row = {f: 0.0 for f in FEATURES} - for metrics in sample["values"].values(): - for f in FEATURES: - row[f] += metrics[f] - - if use_rate and sample.get("sample_ns"): - secs = sample["sample_ns"] / 1e9 - for f in FEATURES: - row[f] /= secs - - row["target"] = sample["rapl_psys_sum_uj"] - return row - -def load_dataframe(paths: list[Path], deltas: bool, rate: bool) -> pd.DataFrame: + +from sklearn.preprocessing import StandardScaler +from sklearn.linear_model import LinearRegression, Ridge, HuberRegressor +from sklearn.metrics import r2_score, mean_absolute_error, mean_absolute_percentage_error +import plotext as plt + +from xgboost import XGBRegressor +import statsmodels.api as sm + +TARGET_COL = None # Will be set by argparse + +def parse_monitor_file(path: str | Path): + """Parse logfile into a DataFrame of relevant metrics.""" rows = [] - for path in paths: - samples = parse_monitor_file(path) - remove_samples(samples, "alive", True) - #remove_samples(samples, "kernel", False) - if deltas: - compute_deltas(samples) - rows.extend(aggregate_sample(s, rate) for s in samples) + + pid0_re = re.compile( + r"pid=0.*?" + r"cpu_ns=(\d+)\s+mem=(\d+)\s+instructions=(\d+)\s+wakeups=(\d+)\s+" + r"diski=(\d+)\s+disko=(\d+)\s+rx=(\d+)\s+tx=(\d+)" + ) + + target_col_re = re.compile(rf"{TARGET_COL}=(\d+)") + timestamp_re = re.compile(r'timestamp=(\d+)') + sample_re = re.compile(r'sample_ns=(\d+)') + + + with open(path, encoding="utf-8") as f: + blocks = [b.strip() for b in f.read().split("-------") if b.strip()] + + for block in blocks: + rapl = target_col_re.search(block) + + pid0 = pid0_re.search(block) + timestamp = timestamp_re.search(block) + sample_ns = sample_re.search(block) + + if rapl and pid0: + rows.append({ + TARGET_COL: int(rapl.group(1)), + "timestamp": int(timestamp.group(1)), + "sample_ns": int(sample_ns.group(1)), + "cpu_ns": int(pid0.group(1)), + "mem": int(pid0.group(2)), + "instructions": int(pid0.group(3)), + "wakeups": int(pid0.group(4)), + "diski": int(pid0.group(5)), + "disko": int(pid0.group(6)), + "rx": int(pid0.group(7)), + "tx": int(pid0.group(8)), + }) + return pd.DataFrame(rows) -# -------------------------------------------------------------------------- -def print_metrics(y_true, y_pred, label="test"): - rmse = np.sqrt(mean_squared_error(y_true, y_pred)) - mae = mean_absolute_error(y_true, y_pred) - mape = mean_absolute_percentage_error(y_true, y_pred) - r2 = r2_score(y_true, y_pred) - - print(f"\n# --- {label} metrics ---") - print(f"R² : {r2:7.4f}") - print(f"RMSE : {rmse:10.2f} μJ") - print(f"MAE : {mae:10.2f} μJ") - print(f"MAPE : {mape*100:7.2f} %") - -def main(): - ap = argparse.ArgumentParser() - ap.add_argument("logfiles", nargs="+", type=Path) - ap.add_argument("--deltas", action="store_true", - help="Use per-PID deltas (subtract previous sample)") - ap.add_argument("--rate", action="store_true", - help="Convert counters to per-second rates") - ap.add_argument("--ridge", action="store_true", - help="Use Ridge (L2) instead of plain OLS") - ap.add_argument("--alpha", type=float, default=1.0, - help="Ridge regularisation strength (ignored without --ridge)") - ap.add_argument("--test-frac", type=float, default=0.25, - help="Fraction of data reserved for the hold-out test set") - ap.add_argument("--cv", type=int, default=0, - help="If >0, run k-fold cross-validation instead of single split") - args = ap.parse_args() - - # ----- data ------------------------------------------------------------ - df = load_dataframe(args.logfiles, args.deltas, args.rate).dropna() - X = df[FEATURES].values.astype(np.float64) - y = df["target"].values.astype(np.float64) - - # ----- choose model ---------------------------------------------------- - if args.ridge: - model = Ridge(alpha=args.alpha, fit_intercept=True) + +def fit_statsmodels_ols(X, y, FEATURES, intercept, scaler=None): + """Return a statsmodels OLS model for summary purposes.""" + X_df = pd.DataFrame(X, columns=FEATURES) + if intercept: + X_df = sm.add_constant(X_df) # adds intercept as 'const' + model = sm.OLS(y, X_df).fit() + + if scaler is not None: + if intercept: + beta_scaled = model.params[1:].values + beta_index = model.params.index[1:] + intercept_value = model.params.iloc[0] + + sigma = scaler.scale_ + mu = scaler.mean_ + + beta_original = beta_scaled / sigma + intercept_uncentered = intercept_value - np.sum(beta_scaled * mu / sigma) + + params_rescaled = pd.Series([intercept_uncentered, *beta_original], index=model.params.index) + else: + beta_scaled = model.params.values + beta_index = model.params.index + + sigma = scaler.scale_ + beta_original = beta_scaled / sigma + + params_rescaled = pd.Series(beta_original, index=beta_index) + model.params_rescaled = params_rescaled else: - model = LinearRegression(fit_intercept=True) - - # ======= option 1: k-fold CV =========================================== - if args.cv > 1: - cv = KFold(n_splits=args.cv, shuffle=True, random_state=42) - cv_results = cross_validate( - model, - X, - y, - cv=cv, - scoring={ - "r2": "r2", - "neg_rmse": "neg_root_mean_squared_error", - "neg_mae": "neg_mean_absolute_error", - "neg_mape": "neg_mean_absolute_percentage_error", - }, - return_train_score=False, + model.params_rescaled = model.params.copy() + + + return model + + +def fit_sklearn_model(model_name, X, y, intercept): + """Return sklearn LinearRegression fitted on scaled data.""" + if model_name == 'ols': + model = LinearRegression(fit_intercept=intercept) + elif model_name == 'ridge': + model = Ridge(alpha=1e6, fit_intercept=intercept) + elif model_name == 'huber': + # HuberRegressor uses epsilon for outlier sensitivity (default 1.35) + model = HuberRegressor(epsilon=1.35, alpha=1e6, fit_intercept=intercept, max_iter=1000) + elif model_name == 'xgboost': + # XGBRegressor doesn't need fit_intercept; it handles internally + model = XGBRegressor( + n_estimators=500, + learning_rate=0.05, + max_depth=3, + objective='reg:squarederror', + random_state=42, + verbosity=0 ) - print("\n# === cross-validation (k = %d) ===" % args.cv) - for metric, vals in cv_results.items(): - if metric.startswith("test_"): - name = metric[5:].lstrip("neg_") - scores = -vals if metric.startswith("test_neg") else vals - print(f"{name.upper():5s}: {scores.mean():.4f} ± {scores.std():.4f}") - # Fit on full data so we can output coefficients below - model.fit(X, y) - - # ======= option 2: single train/test split ============================= else: - X_tr, X_te, y_tr, y_te = train_test_split( - X, y, test_size=args.test_frac, random_state=42, shuffle=True - ) - model.fit(X_tr, y_tr) - y_pred = model.predict(X_te) - print_metrics(y_te, y_pred) + raise ValueError(f"Unknown model supplied: {model}") + + model.fit(X, y) + + return model + + +def calculate_metrics(y_true, y_pred): + mae = mean_absolute_error(y_true, y_pred) + mape = mean_absolute_percentage_error(y_true, y_pred) + r2 = r2_score(y_true, y_pred) + return mae, mape, r2 + +def select_fit_and_features(df_inner, features): + # add extra features + df_inner['ips'] = (df_inner['instructions'] / df_inner['cpu_ns']) + + if features == 'normal': + feature_list = ['instructions', 'wakeups', 'mem'] + elif features == 'extra': + feature_list = ['instructions', 'ips', 'wakeups', 'rx', 'tx'] + elif features == 'all': + feature_list = ['cpu_ns', 'mem', 'instructions', 'wakeups', 'diski', 'disko', 'rx', 'tx'] + elif features == 'idle': + feature_list = ['wakeups'] + elif features == 'compute': + feature_list = ['instructions'] + elif features == 'polynomial': + print('Warning: Current implemented Polynomial transformation is non-sensical. Is just an example how to do it! Needs context aware implementation.') + df_inner['cpu_ns_squared'] = (df_inner['cpu_ns']**2).astype('int64') + feature_list = ['cpu_ns', 'cpu_ns_squared', 'ips', 'mem', 'instructions', 'wakeups', 'diski', 'disko', 'rx', 'tx'] + + return df_inner, feature_list + +def safe_mape(y_true, y_pred, eps=1e-8): + y_true = np.asarray(y_true) + y_pred = np.asarray(y_pred) + denom = np.maximum(np.abs(y_true), eps) + return np.mean(np.abs(y_true - y_pred) / denom) + +def wape(y_true, y_pred): + y_true = np.asarray(y_true) + y_pred = np.asarray(y_pred) + return np.sum(np.abs(y_true - y_pred)) / np.sum(np.abs(y_true)) + +def smape(y_true, y_pred, eps=1e-8): + y_true = np.asarray(y_true) + y_pred = np.asarray(y_pred) + denom = np.maximum(np.abs(y_true) + np.abs(y_pred), eps) + return np.mean(2 * np.abs(y_pred - y_true) / denom) + +def main(args): + global TARGET_COL + + TARGET_COL = args.target + + df = parse_monitor_file(args.logfile) + + if args.dump_raw: + print(df) + + df_original = df.copy() + df = df.diff() + df["timestamp"] = df_original["timestamp"] + df["sample_ns"] = df_original["sample_ns"] + + df = df.drop(index=0).reset_index(drop=True) + + if args.plot_only: + x = df["timestamp"].tolist() + y = df[TARGET_COL].tolist() + + plt.clear_data() + plt.plot(x, y, marker='dot') + plt.xlabel("Time") + plt.ylabel(TARGET_COL) + plt.show() + return + + df, FEATURES = select_fit_and_features(df, args.features) + + if args.dump_diff: + print(df) + + + if args.log: + df = df.applymap(lambda x: np.log1p(x) if np.issubdtype(type(x), np.number) else x) + + X = df[FEATURES] + y = df[TARGET_COL] + + if X.isna().any().any() or y.isna().any(): + raise ValueError('NA Values in df found!') + + scaler = None + if args.scale: + scaler = StandardScaler() + X = scaler.fit_transform(X) + + sk_model = fit_sklearn_model(args.model, X, y, args.add_intercept) + + # Fit statsmodels OLS only for summary + if args.model == 'ols': + if not args.no_validate: + raise NotImplementedError('Validation is not implented yet. Please use --no-validate for now ...') + + sm_model = fit_statsmodels_ols(X, y, FEATURES, args.add_intercept, scaler) + + if not args.no_summary: + print(sm_model.summary()) + print('Rescaled params:\n', sm_model.params_rescaled) + + if args.predict: + df2 = parse_monitor_file(args.predict) + + df2_original = df2.copy() + df2 = df2.diff() + df2["timestamp"] = df2_original["timestamp"] + df2["sample_ns"] = df2_original["sample_ns"] + + df2 = df2.drop(index=0).reset_index(drop=True) + + if args.log: + df2 = df2.applymap(lambda x: np.log1p(x) if np.issubdtype(type(x), np.number) else x) + + df2, FEATURES = select_fit_and_features(df2, args.features) + + X2 = df2[FEATURES] + y2_true = df2[TARGET_COL] + + if X2.isna().any().any() or y2_true.isna().any(): + raise ValueError('NA Values in Prediction df found!') + + if args.scale: + X2 = scaler.transform(df2[FEATURES]) + + + predictions = sk_model.predict(X2) + + if args.log: + predictions = np.expm1(predictions) + + if args.dump_predictions: + X2_df = pd.DataFrame(X2, columns=FEATURES) + y2_df = pd.Series(predictions, name=TARGET_COL) + X2_df.insert(0, y2_df.name, y2_df) + print(X2_df) + + + print("MAE:", mean_absolute_error(y2_true, predictions)) + print("MAPE (%):", 100*mean_absolute_percentage_error(y2_true, predictions)) + print("WAPE (%):", 100 * wape(y2_true, predictions)) + print("sMAPE (%):", 100 * smape(y2_true, predictions)) + print("R²:", r2_score(y2_true, predictions)) + + # Show top errors + if args.dump_top_errors: + errors = abs(y2_true - predictions) + top_errors = df2.iloc[errors.nlargest(10).index] + print(top_errors) - # ----- coefficients ---------------------------------------------------- - weights = dict(zip(FEATURES, model.coef_)) - bias = float(model.intercept_) - print("\n# --- coefficients ---") - for k, v in weights.items(): - print(f"{k:14s} = {v}") - print(f"bias = {bias:.6e}") if __name__ == "__main__": - main() + parser = argparse.ArgumentParser(description="Fit model and estimate weights on energy-logger data") + parser.add_argument("logfile", help="Logfile of energy-logger to use") + parser.add_argument("--predict", help="Logfile to parse for prediction") + parser.add_argument("--features", + choices=['normal', 'extra', 'compute', 'idle', 'polynomial', 'all'], + help='Select feature set to include for fitting', + default='normal' + ) + parser.add_argument("--model", + choices=['ols', 'xgboost', 'ridge', 'huber', 'xgboost'], + help='Select model to use for fitting', + default='ols' + ) + + parser.add_argument("--log", action="store_true", help="Apply log transform. Can improve stability. Will prohibt interpretation of coefficients.") + parser.add_argument("--scale", action="store_true", help="Apply standard scaling. Can improve stability.") + parser.add_argument("--add-intercept", action="store_true", default=False, help="Use an intercept for the OLS model") + parser.add_argument("--dump-raw", action="store_true", help="Dump parsed data") + parser.add_argument("--dump-diff", action="store_true", help="Dump parsed and diffed data") + parser.add_argument("--dump-predictions", action="store_true", help="Dump predictions") + parser.add_argument("--dump-top-errors", action="store_true", help="Dump top errors") + parser.add_argument("--no-summary", action="store_true", help="Do not print statsmodels OLS summary") + parser.add_argument("--no-validate", action="store_true", help="Do not validate OLS model assumptions") + parser.add_argument("--target", type=str, choices=["rapl_psys_sum_uj", "rapl_core_sum_uj", "psu_energy_ac_mcp_machine"], default="rapl_psys_sum_uj") + parser.add_argument("--plot-only", action='store_true', help="Plot the training data file and exit") + + args = parser.parse_args() + + main(args) diff --git a/tools/powercurve.py b/tools/powercurve.py new file mode 100644 index 0000000..ce762ea --- /dev/null +++ b/tools/powercurve.py @@ -0,0 +1,94 @@ +import os +import subprocess +import time +import argparse +import pandas as pd +import psutil +import plotext as plt + +def read_energy(cmd): + return int(subprocess.check_output(cmd.split()).decode().strip()) + +def run_stress(load_percent, cores, step_duration): + return subprocess.check_output([ + "stress-ng", + "--cpu", str(cores), + "--cpu-load", str(load_percent), + "--cpu-method", "int64double", + "--timeout", f"{step_duration}s" + ], stderr=subprocess.DEVNULL) + +def validate_name(path, name): + ps = subprocess.run(['cat', path], check=False, stdout=subprocess.PIPE, encoding='UTF-8') + if ps.stdout.strip() != name: + raise ValueError(f"{path} was != {name} but {ps.stdout}") + +def main(): + parser = argparse.ArgumentParser(description="CPU stress & RAPL measurement") + parser.add_argument("--cores", type=int, help="Number of CPU cores to stress") + parser.add_argument("--step-duration", type=int, default=10, help="Duration per step in seconds") + parser.add_argument("--power-source", type=str, choices=['rapl_psys', 'rapl_package', 'mcp'], help="Specify the source to be used for the power reading", required=True) + args = parser.parse_args() + + cores = args.cores or psutil.cpu_count(logical=True) + step_duration = args.step_duration + + if args.power_source == 'rapl_package': + validate_name('/sys/devices/virtual/powercap/intel-rapl/intel-rapl:0/name', 'package-0') + cmd = "sudo cat /sys/devices/virtual/powercap/intel-rapl/intel-rapl:0/energy_uj" + energy_unit = 'uJ' + elif args.power_source == 'rapl_psys': + validate_name('/sys/devices/virtual/powercap/intel-rapl/intel-rapl:1/name', 'psys') + cmd = "sudo cat /sys/devices/virtual/powercap/intel-rapl/intel-rapl:1/energy_uj" + energy_unit = 'uJ' + elif args.power_source == 'mcp': + cmd = os.path.expanduser("~/green-metrics-tool/metric_providers/psu/energy/ac/mcp/machine/metric-provider-binary -e -o") + energy_unit = 'Ws' + + + print(f"Using {cores} cores with step duration {step_duration} s") + + results = [] + + for load in range(0, 110, 10): + print(f"Running load: {load}%") + + e_start = read_energy(cmd) + t_start = time.time() + + run_stress(load, cores, step_duration) + + t_end = time.time() + e_end = read_energy(cmd) + + energy = e_end - e_start + duration = t_end - t_start + if energy_unit == 'uJ': + power_w = (energy / 1e6) / duration + elif energy_unit == 'Ws': + power_w = energy / duration + + results.append({ + "cpu_load": load, + "energy": energy, + "energy_unit": energy_unit, + "duration_s": duration, + "power_w": power_w + }) + + df = pd.DataFrame(results) + print(df) + + + x = df["cpu_load"].tolist() + y = df["power_w"].tolist() + + plt.clear_data() + plt.plot(x, y, marker='dot') + plt.title("CPU Load vs Power (ASCII)") + plt.xlabel("CPU Load (%)") + plt.ylabel("Power (W)") + plt.show() + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/tools/requirements.txt b/tools/requirements.txt index 68c496a..b52605b 100644 --- a/tools/requirements.txt +++ b/tools/requirements.txt @@ -1,10 +1,14 @@ -joblib==1.5.1 -numpy==2.3.2 -pandas==2.3.1 -python-dateutil==2.9.0.post0 -pytz==2025.2 -scikit-learn==1.7.1 -scipy==1.16.1 -six==1.17.0 -threadpoolctl==3.6.0 -tzdata==2025.2 +joblib +numpy +pandas +python-dateutil +pytz +scikit-learn +scipy +six +threadpoolctl +tzdata +psutil +statsmodels +xgboost-cpu +plotext