Roadmap¶

- initial PoC Feature-set of the new as-a-service setup

- project split into 36 repositories

v0.1.0

merged all repositories into this one here to reduce the maintenace workload

- improved creation of cluster and tasks

- use protobuf to send payload

v0.2.0

- removded entire microservice-architecture again, because it produces too much unnecessary complexety

- big internal restructuring of the core

v0.3.0

v0.3.1

v0.3.2

- big internal restructuring of the core

- provide multi-threading for the core for more performance

- added python-SDK and more endpoints

v0.4.0

v0.4.1

- big internal restructuring of the core

- auto-scaling of internal neurons

- massive upgrade of the CI-pipline

- streaming of datasets in and out of the cluster while processing

v0.5.0

- auto-scaling of inputs and outputs based on the given data

- make cluster-templates completely optional

- bigger tests

- add upload and download of checkpoints

- add basic encryption for checkpoints

- Outsource hardware related functions into new service fix permission-problems within container-setups

- connect InfluxDB as target for Measurement-Data

- Enable the scaling of the cpu-speed again

- Refactoring the old dashboard into a new version

- add support for PostgreSQL as Database

- add support for Keycloak for authentication

- Process for automatic version-updates of database-tables

- Base to handle different versions of datasets and checkpoints

- Basic multi-node setup, where a cluster is still restricted to one node

- provide migration of cluster between nodes

- Allow cluster to be shared over multiple nodes within a network