OpenDC x M3SA x Failures

[Radu-Nicolae]

OpenDC x M3SA x Failures

We investigate the linearity of OpenDC failure models and how these models influence M3SA.

Goal: understand influence of these failure models on M3SA and OpenDC.

Steps:
[ ] select and reproduce an experiment from the HP paper, without failures
[ ] reproduce the same experiment with failures
[ ] analyze the accuracy of individual models against the Meta-Model - "mean" and "median" models

Linked branch 40-experimentation-with-failures

[Radu-Nicolae]

Step 1 - create an experiment

We simulate this infrastructure:

{
    "clusters": [
        {
            "name": "C01",
            "hosts": [
                {
                    "name": "H01",
                    "count": 277,
                    "cpu": {
                        "coreCount": 16,
                        "coreSpeed": 2100
                    },
                    "memory": {
                        "memorySize": 128000000
                    },
                    "powerModel": {
                       [THE POWER MODEL, IT DIFFERS]
                    }
                }
            ]
        }
    ]
}

The results are stored in experiment-data/no-failures.