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View submission: Evolving Reddit’s ML Model Deployment and Serving Architecture
Thank you for the writeup, it's detailed and gives a good idea how the previous system looked like. I have a meta question, the previous system seemed to have quite a lot of issues due to deployment of all models in one process. Nevertheless you didn't start a rewrite until you really needed it, which happens due to priorities and/or resources limitations.
My question is how did you manage to keep the maintenance process of the old system in order? I imagine it was painful to get through all of this, can you describe how did you organize the workflows of deployment and maintenance?
There's nothing here!