Group |
A group with a certain amount of allocated resources which group members can use to deploy service. A user can be member of one or more groups, however they must be a member of at least one to deploy a service |
Resources |
CPU, RAM, and/or Storage |
Service |
Data science service such as Jupyter Lab or RStudio |
Deployments |
Data science workload instances which a user has launched from the service catalog |
Secrets |
Credentials or other secret values used to authenticate to a deployment |
Storage |
Storage solutions used to store a users data |
EFS |
Elastic File Storage is AWS's file sharing solution, this is the persistent network file system disk option which is the deployments |
MinIO |
Open source object storage solution, an option for the user to login and use S3 compatible storage. The user can create a bucket and then manage it either through the CLI or the UI. |
S3 |
Simple Storage Service is AWS's object storage solution to store a variety of data types and formats, can be used as ingestion layer or data lake for example |