First Community meeting

Goals

Introduce FuseML to wider community, educate about its purpose and architecture.

Basic script for the meeting

Introduction [Stefan]

Welcome, state the goals of the meeting and agenda (very briefly)

Presentation/Demo [Stefan]

We could include same Demo Stefan/Alessandro already offered in different meetings to get people on the same page.

Installer [Jiri]

Quick demonstration of the installer:

mention that it is a fork of carrier project (meanwhile renamed to Epinio)
- https://github.com/epinio/epinio
explain that it needs Kubernetes cluster with specific setup
list the components parts it is installing
show the installation

Brief architecture overview [Stefan]

(Unless it was already part of initial presentation point)

Client-server architecture
How it fits into MLOps mindset
dependency on other components (mentioned by installer)
show current components (more details to follow)

Concepts: Codesets [Jiri]

"sets of code", basically the Data Scientist's project
currently implemented as git(ea) repositories
show commands live:
- create a codeset (+ show gitea web UI too)
- list codesets
- delete codeset

Concepts: Applications [Flavio]

the result of the workflow/pipeline
show commands live
- show list of applications
- test prediction service using the output URL from application
- (show the web app?)
- delete an application

Concepts: Worfkflows [Flavio]

This is the main component, driving MLOps work routine
explain DSL, describe example yaml file
currently implemented as Tekton pipelines
explain relation with
- codesets
- workflow runs
- applications
show commands live
- create workflow
- list codesets and assign workflow to codesets
- show workflow runs (+ show Tekton dashboard)

Q&A

it is possible (though unlikely) some people will be there

Closing Time [Stefan]

point to
- github repository
- issues for feedback
- Slack channel