DevOps - Vithu

Xebia Labs periodic table of dev ops.

Cloud

AWS/Azure/Google cloud/MAAS (Metal As A Service).

AWS

EBS - single EC2 instance.
EFS - NFS (multiple EC2 instances, price delta with EBS).
AWS CloudFormation: cluster specs in JSON/yaml config file.
Samnco MAAS - deploy with Juju - provide your own servers

Containerization

Docker/Mesos/Swarm/Kubernetes
Docker (LXe containers).
Kubernetes - Google - Master, worker, flannel (network), etcd (DB), easyRSA - Parameter server

Deployment

Juju, Otto, CodeDeploy, RapidDeploy

Juju

juju bootstrap maas
juju deploy ...

Framework

Juju (deployment)
Docker + Kubernetes + TF (model training)
AWS S3 (training data)
Repository of TF models.

Testing

TravisCI to run Juju/Kubernetes.
Bamboo.
Jenkins.

Other

tfmesos