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Max Melchert
AKIS Cloud Computing
Commits
797cc52f
Commit
797cc52f
authored
2 months ago
by
Max Melchert
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# AKIS Cloud Computing
> WIP
-
[
To-Do
](
TODO.md
)
-
[
Brainstorm
](
docs/brainstorm.md
)
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# TODO
> WIP; Brainstorm; zukünftig ggf. über Issues
## Anforderungen
### Infrastruktur
-
[ ] Cluster: NVIDIA GeForce RTX 4090
-
[ ] Beantragung SSH-Rechte
-
[ ] File-Server (u.A. Trainingsdaten)
-
[ ] Umzug Trainingsdaten (Sciebo → File-Server)
### Software
-
[ ] Linux-Support (primär)
-
[ ] Windows-Support (sekundär)
-
[ ] Code-Editing in VSCode (lokal)
-
[ ] Code-Execution auf Server (im Hintergrund; unabhängig vom Client)
-
[ ] Unabhängig von Jupyter
### Dokumentation
-
[ ] PDF-Dokumentation
-
[ ] Video-Tutorial
-
[ ] Git "Best Practice"
-
[
Conventional Commits
](
https://www.conventionalcommits.org/en/v1.0.0/
)
-
[
Cheatsheet
](
https://gist.github.com/qoomon/5dfcdf8eec66a051ecd85625518cfd13
)
## Unklarheiten
-
[ ] Fortschrittskontrolle
-
[ ] Status-Abfrage mit Rückgabewert?
-
[ ] E-Mail bei Abschluss?
-
[ ] UI: CLI/GUI?
-
[ ] Abruf des Outputs?
-
[ ] Automatisch über Script?
-
[ ] Manuell über SSH?
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# Brainstorm
## Makefile
> kleine Scripts; kurzfristige Ausführung; Debugging
-
Konfiguration über Makefile-Variablen
-
Targets
-
`make push`
Kopiert Code von Client auf Server (
`scp`
)
-
`make exec`
Führt Code auf Server aus (
`ssh`
)
-
`make status`
Fragt Fortschritt auf Server ab (
`ssh`
)
-
`make pull`
Kopiert Output von Server auf Client (
`scp`
)
## GitLab
> große Projekte; langwierige Berechnungen
1.
[
Code
](
https://gitlab.cvh-server.de/mmelchert/akis-cloud-computing
)
:
`git push`
2.
[
Pipelines
](
https://gitlab.cvh-server.de/mmelchert/akis-cloud-computing/-/pipelines
)
:
`.gitlab-ci.yml`
3.
[
Runners
](
https://gitlab.cvh-server.de/mmelchert/akis-cloud-computing/-/settings/ci_cd#js-runners-settings
)
: RTX 4090
4.
[

](https://gitlab.cvh-server.de/mmelchert/ci-exercise/-/commits/main)
5.
[
Artifacts
](
https://gitlab.cvh-server.de/mmelchert/akis-cloud-computing/-/artifacts
)
: Output
Vorteile:
-
"bekannter" Workflow
-
GUI vorhanden
-
integrierte Versionsverwaltung
-
automatisierte Ausführung des Codes
-
Fortschrittskontrolle
-
E-Mail-Benachrichtigung bei fehlerhafter Pipeline
-
Ablage der letzten Output-Versionen
Nachteile:
-
jede Code-Änderung ein Commit & Push
-
Speicheraufwand (GitLab auf Hetzner-Server)
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