analysis: Studying Design Patterns in Kubernetes - Githubissues

traindb-project / traindb-ml

Remote ML Model Serving Component for TrainDB

Apache License 2.0

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analysis: Studying Design Patterns in Kubernetes #9

Open sungsoo opened 2 years ago

sungsoo commented 2 years ago

analysis: Studying Design Patterns in Kubernetes

Priority-1

We'll study design patterns in Kubernetes to adopt the well-known patterns for solving our design and implementation issues in TrainDB-ML.

In particular, we focus on relevant patterns for our problems as the followings.

Adapter Pattern
Singleton Service Pattern
Stateful Service Pattern
Pub/Sub Service Pattern
Configuration Template Pattern
Controller Pattern
Operator Pattern
Image Builder Pattern
...

[TBD] Irregular talk (e.g. TrainDB-ML meeting in ETRI) related to each Kubernetes pattern will be delivered by sungsoo.

"First Law of Distributed Object Design: Don’t distribute your objects!" ― Martin Fowler, Patterns of Enterprise Application Architecture