diff options
| author | mjkwiatkowski <mati.rewa@gmail.com> | 2026-06-23 16:47:05 +0200 |
|---|---|---|
| committer | mjkwiatkowski <mati.rewa@gmail.com> | 2026-06-23 16:47:05 +0200 |
| commit | 15a3d5c6f55bec4a39f81f127dd1feec9660ecdc (patch) | |
| tree | c234acfefc0e3a41c0d1eabcb9f57368e4559a85 /results/src | |
| parent | 81563cdb647b8de014a59fdc7e17fcd5ebf4be6c (diff) | |
Diffstat (limited to 'results/src')
399 files changed, 619 insertions, 0 deletions
diff --git a/results/src/experiment1/__init__.py b/results/src/experiment1/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/results/src/experiment1/__init__.py diff --git a/results/src/experiment1/__main__.py b/results/src/experiment1/__main__.py new file mode 100644 index 00000000..35475dc2 --- /dev/null +++ b/results/src/experiment1/__main__.py @@ -0,0 +1,144 @@ +import pandas as pd +import time +import csv +import os +from time import gmtime, strftime +import numpy as np +import matplotlib.pyplot as plt + +PATH = "/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/" +CONSTANT = 3_6000_000 / 24 + + +def create_dataframes() -> tuple[pd.DataFrame, pd.DataFrame]: + cwd = os.getcwd() + cwd = cwd + PATH + print(cwd) + hosts: str = "%shost.parquet" % cwd + tasks: str = "%stask.parquet" % cwd + + try: + df_hosts = pd.read_parquet(hosts) + df_tasks = pd.read_parquet(tasks) + return (df_hosts, df_tasks) + + except Exception: + print("Exception: error opening files.") + exit(1) + + +def get_name() -> str: + curr = time.time() + s = strftime("%d_%b_%Y_%H%M%S", gmtime(curr)) + return s + + +def iterate(frame): + dictionary = {} + for i in range(len(frame)): + if frame["downtime"].iloc[i] > 0.0: + ts = frame["timestamp"].iloc[i] + dictionary[(ts)] = dictionary.get((ts), 0) + 1 + return dictionary + + +# This is a running function frequently changed +def plot_hosts(frame: pd.DataFrame): + dictionary = { + 216000000: 277, + 219600000: 277, + 280800000: 139, + 727200000: 139, + 730800000: 139, + 802800000: 162, + 1407600000: 139, + 1850400000: 139, + 1857600000: 277, + 1861200000: 277, + 1872000000: 139, + 1926000000: 62, + 2023200000: 162, + 2037600000: 277, + 2041200000: 208, + 2070000000: 139, + } + + dictionary2 = { + 3600000: 11, + 180000000: 11, + 212400000: 103, + 216000000: 103, + 219600000: 103, + 223200000: 103, + 374400000: 57, + 712800000: 103, + 795600000: 57, + 838800000: 11, + 882000000: 103, + 975600000: 57, + 979200000: 11, + 982800000: 11, + 1087200000: 11, + 1234800000: 11, + 1404000000: 11, + 1854000000: 103, + 1857600000: 103, + 1861200000: 103, + 1926000000: 36, + 2034000000: 103, + 2037600000: 103, + 2041200000: 34, + 2080800000: 11, + 2102400000: 11, + 2163600000: 11, + 2185200000: 57, + 2383200000: 57, + } + + for key in dictionary2.keys(): + dictionary2[key] += 150 + + df = pd.DataFrame(list(dictionary2.items()), columns=["timestamp", "count"]) + df3 = iterate(frame) + df2 = pd.DataFrame(list(df3.items()), columns=["timestamp", "count"]) + + plt.plot( + df2["timestamp"] / CONSTANT, + df2["count"], + label="Actual failures", + linewidth=1, + zorder=2, + ) + plt.plot( + df["timestamp"] / CONSTANT, + df["count"], + label="Detected failures", + linewidth=3, + zorder=1, + ) + plt.xlabel("Time [days]") + plt.ylabel("Failures per timestamp") + plt.title("Failure detection results") + plt.legend() + + path = os.getcwd() + "/src/experiment1/" + location: str = path + "figures/%s.pdf" % get_name() + plt.savefig(location, dpi=300) + total = sum(dictionary.values()) + total2 = sum(df3.values()) + print(f"Percentage detected: {total/total2}") + + +def export_results(path: str): + assert path + # 0 is hosts, 1 is tasks + frames: tuple = create_dataframes() + plot_hosts(frames[0]) + + +def main(): + export_results(PATH) + + +if __name__ == "__main__": + main() diff --git a/results/src/experiment1/__pycache__/__main__.cpython-314.pyc b/results/src/experiment1/__pycache__/__main__.cpython-314.pyc Binary files differnew file mode 100644 index 00000000..b800fd98 --- /dev/null +++ b/results/src/experiment1/__pycache__/__main__.cpython-314.pyc diff --git a/results/src/experiment1/failures_detected_Gmail_Trace.csv b/results/src/experiment1/failures_detected_Gmail_Trace.csv new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/results/src/experiment1/failures_detected_Gmail_Trace.csv diff --git a/results/src/experiment1/failures_detected_WhatsApp_Trace.csv b/results/src/experiment1/failures_detected_WhatsApp_Trace.csv new file mode 100644 index 00000000..07b8d36d --- /dev/null +++ b/results/src/experiment1/failures_detected_WhatsApp_Trace.csv @@ -0,0 +1,18 @@ +timestamp, failures_detected +3600000,277 +14400000,277 +25200000,117 +28800000,119 +360000000,162 +597600000,139 +1544400000,139 +1558800000,139 +1562400000,277 +1566000000,277 +1663200000,162 +2066400000,185 +2206800000,162 +2235600000,139 +2422800000,185 +2592000000,111 + diff --git a/results/src/experiment1/figures/23_Jun_2026_123212.pdf b/results/src/experiment1/figures/23_Jun_2026_123212.pdf Binary files differnew file mode 100644 index 00000000..a91b91b2 --- /dev/null +++ b/results/src/experiment1/figures/23_Jun_2026_123212.pdf diff --git a/results/src/experiment1/figures/23_Jun_2026_134333.pdf b/results/src/experiment1/figures/23_Jun_2026_134333.pdf Binary files differnew file mode 100644 index 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a/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/battery.parquet b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/battery.parquet Binary files differnew file mode 100644 index 00000000..93b3f21c --- /dev/null +++ b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/battery.parquet diff --git a/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/host.parquet b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/host.parquet Binary files differnew file mode 100644 index 00000000..ae92562a --- /dev/null +++ b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/host.parquet diff --git a/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/powerSource.parquet b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/powerSource.parquet Binary files differnew file mode 100644 index 00000000..6dcb9899 --- /dev/null +++ b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/powerSource.parquet diff --git a/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/service.parquet b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/service.parquet Binary files differnew file mode 100644 index 00000000..f8f14c62 --- /dev/null +++ b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/service.parquet diff --git a/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/task.parquet b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/task.parquet Binary files differnew file mode 100644 index 00000000..bee8c1b9 --- /dev/null +++ b/results/src/experiment1/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/task.parquet diff --git a/results/src/experiment1/output/gmail/greenifier-demo-scaling/trackr.json b/results/src/experiment1/output/gmail/greenifier-demo-scaling/trackr.json new file mode 100644 index 00000000..1b0d5fdd --- /dev/null +++ b/results/src/experiment1/output/gmail/greenifier-demo-scaling/trackr.json @@ -0,0 +1,24 @@ +[{ + "name": "greenifier-demo-scaling", + "topology": { + "pathToFile": "resources/topologies/surf.json" + }, + "workload": { + "pathToFile": "resources/workloads/surf_month", + "type": "ComputeWorkload" + }, + "exportModel": { + "exportInterval": 3600, + "filesToExportDict": { + "host": true, + "task": true, + "powerSource": true, + "battery": true, + "service": true + } + }, + "failureModel": { + "type": "trace-based", + "pathToFile": "resources/failures/Gmail_user_reported.parquet" + } +}]
\ No newline at end of file diff --git a/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/battery.parquet b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/battery.parquet Binary files differnew file mode 100644 index 00000000..93b3f21c --- /dev/null +++ b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/battery.parquet diff --git a/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/host.parquet b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/host.parquet Binary files differnew file mode 100644 index 00000000..59db3098 --- /dev/null +++ b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/host.parquet diff --git a/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/powerSource.parquet b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/powerSource.parquet Binary files differnew file mode 100644 index 00000000..d5592766 --- /dev/null +++ b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/powerSource.parquet diff --git a/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/service.parquet b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/service.parquet Binary files differnew file mode 100644 index 00000000..741230bd --- /dev/null +++ b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/service.parquet diff --git a/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/task.parquet b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/task.parquet Binary files differnew file mode 100644 index 00000000..f3d1c746 --- /dev/null +++ b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/raw-output/0/seed=0/task.parquet diff --git a/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/trackr.json b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/trackr.json new file mode 100644 index 00000000..7c25f31d --- /dev/null +++ b/results/src/experiment1/output/whatsapp/greenifier-demo-scaling/trackr.json @@ -0,0 +1,24 @@ +[{ + "name": "greenifier-demo-scaling", + "topology": { + "pathToFile": "resources/topologies/surf.json" + }, + "workload": { + "pathToFile": "resources/workloads/surf_month", + "type": "ComputeWorkload" + }, + "exportModel": { + "exportInterval": 3600, + "filesToExportDict": { + "host": true, + "task": true, + "powerSource": true, + "battery": true, + "service": true + } + }, + "failureModel": { + "type": "trace-based", + "pathToFile": "resources/failures/Whatsapp_user_reported.parquet" + } +}]
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"resources/failures/Whatsapp_user_reported.parquet" + } + ], + "exportModels": [ + { + "exportInterval": 3600 + } + ] +} diff --git a/results/src/experiment1/resources/failures/Gmail_user_reported.parquet b/results/src/experiment1/resources/failures/Gmail_user_reported.parquet Binary files differnew file mode 100755 index 00000000..db039fd1 --- /dev/null +++ b/results/src/experiment1/resources/failures/Gmail_user_reported.parquet diff --git a/results/src/experiment1/resources/failures/Skype_user_reported.parquet b/results/src/experiment1/resources/failures/Skype_user_reported.parquet Binary files differnew file mode 100755 index 00000000..316706c7 --- /dev/null +++ b/results/src/experiment1/resources/failures/Skype_user_reported.parquet diff --git a/results/src/experiment1/resources/failures/Whatsapp_user_reported.parquet b/results/src/experiment1/resources/failures/Whatsapp_user_reported.parquet Binary files differnew file mode 100755 index 00000000..0e954d70 --- /dev/null +++ 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/dev/null +++ b/results/src/experiment1/resources/threshold/service.parquet diff --git a/results/src/experiment1/resources/threshold/task.parquet b/results/src/experiment1/resources/threshold/task.parquet Binary files differnew file mode 100644 index 00000000..fda77c58 --- /dev/null +++ b/results/src/experiment1/resources/threshold/task.parquet diff --git a/results/src/experiment1/resources/topologies/surf.json b/results/src/experiment1/resources/topologies/surf.json new file mode 100644 index 00000000..ae438dac --- /dev/null +++ b/results/src/experiment1/resources/topologies/surf.json @@ -0,0 +1,25 @@ +{ + "clusters": + [ + { + "name": "C01", + "hosts" : + [ + { + "name": "H01", + "cpu": { + "coreCount": 16, + "coreSpeed": 2100 + }, + "memory": { + "memorySize": 128000000 + }, + "count": 277 + } + ], + "powerSource": { + "carbonTracePath": "resources/carbon_traces/NL_2021-2024.parquet" + } + } + ] +}
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b/results/src/experiment1/resources/workloads/surf_month/fragments.parquet diff --git a/results/src/experiment1/resources/workloads/surf_month/tasks.parquet b/results/src/experiment1/resources/workloads/surf_month/tasks.parquet Binary files differnew file mode 100644 index 00000000..43315a5e --- /dev/null +++ b/results/src/experiment1/resources/workloads/surf_month/tasks.parquet diff --git a/results/src/experiment2/__init__.py b/results/src/experiment2/__init__.py new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/results/src/experiment2/__init__.py diff --git a/results/src/experiment2/__main__.py b/results/src/experiment2/__main__.py new file mode 100644 index 00000000..a2ac22a7 --- /dev/null +++ b/results/src/experiment2/__main__.py @@ -0,0 +1,133 @@ +import pandas as pd +import time +import csv +import os +from time import gmtime, strftime +import numpy as np +import matplotlib.pyplot as plt + +CONSTANT = 3_6000_000 / 24 + + +def get_name() -> str: + + curr = time.time() + s = strftime("%d_%b_%Y_%H%M%S", gmtime(curr)) + return s + + +def main(): + dictionary_alert = { + "3600000": 11, + "180000000": 11, + "212400000": 103, + "216000000": 103, + "219600000": 103, + "223200000": 103, + "374400000": 57, + "712800000": 103, + "795600000": 57, + "838800000": 11, + "882000000": 103, + "975600000": 57, + "979200000": 11, + "982800000": 11, + "1087200000": 11, + "1234800000": 11, + "1404000000": 11, + "1854000000": 103, + "1857600000": 103, + "1861200000": 103, + "1926000000": 36, + "2034000000": 103, + "2037600000": 103, + "2041200000": 34, + "2080800000": 11, + "2102400000": 11, + "2163600000": 11, + "2185200000": 57, + "2383200000": 57, + } + + dictionary_red = { + 212400000: 70, + 216000000: 70, + 219600000: 70, + 223200000: 70, + 374400000: 24, + 712800000: 70, + 795600000: 24, + 882000000: 70, + 975600000: 24, + 1854000000: 70, + 1857600000: 70, + 1861200000: 70, + 1926000000: 7, + 2034000000: 70, + 2037600000: 70, + 2041200000: 1, + 2185200000: 24, + 2383200000: 23, + } + + dictionary_yellow = { + 3600000: 11, + 180000000: 11, + 212400000: 33, + 216000000: 33, + 219600000: 33, + 223200000: 33, + 374400000: 33, + 712800000: 33, + 795600000: 33, + 838800000: 11, + 882000000: 33, + 975600000: 33, + 979200000: 11, + 982800000: 11, + 1087200000: 11, + 1234800000: 11, + 1404000000: 11, + 1854000000: 33, + 1857600000: 33, + 1861200000: 33, + 1926000000: 33, + 2034000000: 33, + 2037600000: 33, + 2041200000: 33, + 2080800000: 11, + 2102400000: 11, + 2163600000: 11, + 2185200000: 33, + 2383200000: 33, + } + + df = pd.DataFrame(list(dictionary_red.items()), columns=["timestamp", "count"]) + df2 = pd.DataFrame(list(dictionary_yellow.items()), columns=["timestamp", "count"]) + + plt.plot( + df["timestamp"] / CONSTANT, + df["count"], + label="Red alerts", + linewidth=1, + zorder=2, + ) + plt.plot( + df2["timestamp"] / CONSTANT, + df2["count"], + label="Yellow alerts", + linewidth=3, + zorder=1, + ) + plt.xlabel("Time [days]") + plt.ylabel("Alerts issued") + plt.title("Failure detection results") + plt.legend() + + path = os.getcwd() + "/src/experiment2/" + location: str = path + "figures/%s.pdf" % get_name() + plt.savefig(location, dpi=300) + + +if __name__ == "__main__": + main() diff --git a/results/src/experiment2/__pycache__/__main__.cpython-314.pyc b/results/src/experiment2/__pycache__/__main__.cpython-314.pyc Binary files differnew file mode 100644 index 00000000..0116a680 --- /dev/null +++ b/results/src/experiment2/__pycache__/__main__.cpython-314.pyc diff --git a/results/src/experiment2/failures_detected_Gmail_Trace.csv b/results/src/experiment2/failures_detected_Gmail_Trace.csv new file mode 100644 index 00000000..e69de29b --- /dev/null +++ b/results/src/experiment2/failures_detected_Gmail_Trace.csv diff --git a/results/src/experiment2/failures_detected_WhatsApp_Trace.csv b/results/src/experiment2/failures_detected_WhatsApp_Trace.csv new file mode 100644 index 00000000..07b8d36d --- /dev/null +++ b/results/src/experiment2/failures_detected_WhatsApp_Trace.csv @@ -0,0 +1,18 @@ +timestamp, failures_detected +3600000,277 +14400000,277 +25200000,117 +28800000,119 +360000000,162 +597600000,139 +1544400000,139 +1558800000,139 +1562400000,277 +1566000000,277 +1663200000,162 +2066400000,185 +2206800000,162 +2235600000,139 +2422800000,185 +2592000000,111 + diff --git a/results/src/experiment2/figures/23_Jun_2026_123212.pdf b/results/src/experiment2/figures/23_Jun_2026_123212.pdf Binary files differnew file mode 100644 index 00000000..a91b91b2 --- /dev/null +++ b/results/src/experiment2/figures/23_Jun_2026_123212.pdf diff --git a/results/src/experiment2/figures/23_Jun_2026_134333.pdf b/results/src/experiment2/figures/23_Jun_2026_134333.pdf Binary files differnew file mode 100644 index 00000000..1d7037bb --- /dev/null +++ b/results/src/experiment2/figures/23_Jun_2026_134333.pdf diff --git a/results/src/experiment2/figures/23_Jun_2026_134659.pdf 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b/results/src/experiment2/output/gmail/greenifier-demo-scaling/raw-output/0/seed=0/task.parquet diff --git a/results/src/experiment2/output/gmail/greenifier-demo-scaling/trackr.json b/results/src/experiment2/output/gmail/greenifier-demo-scaling/trackr.json new file mode 100644 index 00000000..1b0d5fdd --- /dev/null +++ b/results/src/experiment2/output/gmail/greenifier-demo-scaling/trackr.json @@ -0,0 +1,24 @@ +[{ + "name": "greenifier-demo-scaling", + "topology": { + "pathToFile": "resources/topologies/surf.json" + }, + "workload": { + "pathToFile": "resources/workloads/surf_month", + "type": "ComputeWorkload" + }, + "exportModel": { + "exportInterval": 3600, + "filesToExportDict": { + "host": true, + "task": true, + "powerSource": true, + "battery": true, + "service": true + } + }, + "failureModel": { + "type": "trace-based", + "pathToFile": "resources/failures/Gmail_user_reported.parquet" + } +}]
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"resources/failures/Whatsapp_user_reported.parquet" + } + ], + "exportModels": [ + { + "exportInterval": 3600 + } + ] +} diff --git a/results/src/experiment2/resources/failures/Gmail_user_reported.parquet b/results/src/experiment2/resources/failures/Gmail_user_reported.parquet Binary files differnew file mode 100755 index 00000000..db039fd1 --- /dev/null +++ b/results/src/experiment2/resources/failures/Gmail_user_reported.parquet diff --git a/results/src/experiment2/resources/failures/Skype_user_reported.parquet b/results/src/experiment2/resources/failures/Skype_user_reported.parquet Binary files differnew file mode 100755 index 00000000..316706c7 --- /dev/null +++ b/results/src/experiment2/resources/failures/Skype_user_reported.parquet diff --git a/results/src/experiment2/resources/failures/Whatsapp_user_reported.parquet b/results/src/experiment2/resources/failures/Whatsapp_user_reported.parquet Binary files differnew file mode 100755 index 00000000..0e954d70 --- /dev/null +++ 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\ No newline at end of file diff --git a/results/src/experiment2/resources/topologies/surf_medium.json b/results/src/experiment2/resources/topologies/surf_medium.json new file mode 100644 index 00000000..6afc2475 --- /dev/null +++ b/results/src/experiment2/resources/topologies/surf_medium.json @@ -0,0 +1,25 @@ +{ + "clusters": + [ + { + "name": "C01", + "hosts" : + [ + { + "name": "H01", + "cpu": { + "coreCount": 16, + "coreSpeed": 2100 + }, + "memory": { + "memorySize": 128000000 + }, + "count": 200 + } + ], + "powerSource": { + "carbonTracePath": "resources/carbon_traces/NL_2021-2024.parquet" + } + } + ] +}
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