Finding container images for data analysis

Johannes Köster

HPCW 2020

dataset

results

dataset

dataset

Define software stacks.

Build container images.

Use images for execution.

Issue:

Overhead, explosion of image variants.

Workarounds:

  • not using containers (ūüó≤ reproducibility)
  • no fine-grained containers (ūüó≤ transparency)

dataset

results

dataset

dataset

Define software stacks.

Find container images.

Use images for execution.

- python =3.8.3
- matplotlib =3.2.1
- scikit-learn =0.23.1

dataset

results

dataset

dataset

Define software stacks.

Find container images.

Use images for execution.

- python =3.8.3
- matplotlib =3.2.1
- scikit-learn =0.23.1

Finding container images for data analysis

By Johannes Köster

Finding container images for data analysis

HPCW 2020

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