Commit 0234353b authored by Martin Souchal's avatar Martin Souchal
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relecture

parents c3c9a867 f8314d4b
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<title id="title3597">Kubernetes components</title>
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......@@ -67,9 +67,10 @@
### Principe de base
- A l'arrêt, un conteneur est un fichier (ou un ensemble de fichiers) qui est enregistré sur un disque.
- Au démarage du conteneur, le moteur décompresse les fichiers et les méta-données nécessaires, puis les transmet au noyau Linux, comme un processus normal.
- Au démarrage du conteneur, le moteur décompresse les fichiers et les méta-données nécessaires, puis les transmet au noyau Linux, comme un processus normal.
- Un appel API au noyau déclenche une isolation supplémentaire (si nécessaire) et monte une copie des fichiers de l'image du conteneur.
- Une fois lancés, les conteneurs sont un processus Linux comme un autre.
- Un conteneur est immuable (modifier un conteneur = créer un nouveau)
---
# Open Container initiative (OCI)
......@@ -154,9 +155,9 @@
- Temps d'instanciation modéré (plus rapide que VMs)
- Performances dégradées, dépendantes hardware
- Performances lièes aux formats d'images
- Performances liées aux formats d'images
- Format en couches optimisés pour téléchargement
- Format fchier optimisé pour le stockage
- Format fichier optimisé pour le stockage
.footnote[Source : Three Easy Ways to Improve a Container’s Performance by Marialena Perpiraki]
---
......@@ -174,7 +175,7 @@
Profile: default # default seccomp profile applied by default
...
```
- En désactivant completement seccomp, tous les syscalls sont autorisés :
- En désactivant complètement seccomp, tous les syscalls sont autorisés :
```bash
# Lancer un conteneur sans seccomp
......@@ -207,12 +208,12 @@
- Docker : daemon root, possibilité d'être root dans un conteneur
- Possibilité d'utiliser AppArmor ou seccomp coté admin pour "verrouiller" l'infra
- Conteneurs user mode :
- Conteneurs dans le namespace "user" :
- même utilisateur hors du conteneur et dans le conteneur
- les problématiques d'élévation de priviléges sont reportées sur le noyau linux
- Attention au SUID...
- Isolation plus ou moins forte (de userNS a VM)
- Vecteur de failles de sécurité logicelle important (cf Alpine Linux)
- Vecteur de failles de sécurité logicielle important (cf Alpine Linux)
- Vecteur d'attaque pour rootkit (très facile de cacher du code malicieux dans un conteneur)
<img style="float: right;" src="images/software-supply-chain.png" >
......@@ -220,7 +221,7 @@
---
# Registres publics
* Images vérifées
* Images vérifiées
- [NVIDIA NGC](https://ngc.nvidia.com) - images orientées GPU
- [Docker Hub](https://hub.docker.com/) - images officielles
......@@ -249,7 +250,7 @@
- Spécifier toutes les versions exactes des OS et des logiciels dans les manifestes (conda env export, pip freeze, etc....)
- Taguer les images des conteneurs
- Signer les conteneurs diffusés à l'aide de clés
- Préferer les catalogues d'images vérifiées, ou au moins ceux qui scannent les failles de sécurité
- Préférer les catalogues d'images vérifiées, ou au moins ceux qui scannent les failles de sécurité
---
name: inverse
class: center, inverse, middle
......@@ -325,21 +326,31 @@
---
background-image: url(images/docker.png)
# Docker et le calcul
### Un ecosystème pas très adapté...
### Un écosystème pas très adapté...
- Docker est un micro service (un conteneur, une application), pas très facile de gérer des chaines de calcul
- Network namespace et compatibilité matériel réseau pour cluster (Intel OmniPath, Infiniband...)
- Aucun support MPI.
- Aucun support MPI
- Image docker : superpositions de couches, pas très portable dans un cluster
- GPU Nvidia supportés par [nvidia-docker](https://github.com/NVIDIA/nvidia-docker)
- Utilisé massivement en Intégration continue
- Sécurité :
- daemon root à installer sur tous les noeuds de calculs...
- des utilisateurs root dans votre cluster...
- mais sécurisation possible via seccomp
.right[![](images/docker-filesystems-multilayer.png)]
---
background-image: url(images/docker.png)
# Docker et le calcul
### ... mais néanmoins intéressant
- pour la gestion de bases de données
- pour l'optimisation des téléchargements
- pour la création de stacks logicielles (docker-compose)
- trés répandu et portable (tous OS)
- pour la catalogue existant (docker hub...)
- sécurisation possible via seccomp
- pour nvidia-docker...
---
# Nivida docker
- Permet d'utiliser des GPUs Nvidia avec Docker
......@@ -352,7 +363,7 @@
.footnote[Source [NVIDIA](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/overview.html)]
---
# Conteneurs orientés calcul
## 4 Conteneurs usermode compatibles HPC
## 4 Conteneurs compatibles HPC
<hr />
......@@ -376,8 +387,8 @@
- conteneurs utilisables sans droits root
- un conteneur = un répertoire
- Support GPU avec drivers dans le conteneur
- Pas de gestion integrée du réseau
- Ecrit en C, peu de ligne de code (autour de 1000)
- Pas de gestion intégrée du réseau
- Écrit en C, peu de ligne de code (autour de 1000)
- Libre et gratuit
---
......@@ -391,9 +402,9 @@
- Nécessite un Image gateway pour faire lien entre docker et shifter
- utilisable sans droits root mais avec un daemon
- Support GPU avec drivers dans le conteneur
- Pas de gestion integrée du réseau
- Pas de gestion intégrée du réseau