vivahir215

Interesting Approach. Curious about the latency tradeoff: OLS + SVD are much heavier than Top-K.Have you benchmarked end-to-end inference latency?

Total Computational Budget in Hyperband need to be elaborated. There are more things to it.

I dont think its just a resource scheduling problem, there are more to it as well. The goal is Model Performance, not just efficient resource use.

Nice article but I can see your point.

You could use https://github.com/trailofbits/fickling for analysis.

Cool.

ah okay. Didnt know this. I generally use pytorch save models for my workflow.

Nice read !

You could also use joblib format as well.

Hmm, Okay.

I am not sure if managing kafka connect cluster in too expensive in long term. This solution might work for you based on your needs. I would suggest to look for alternatives.

Good read.

I do have a question on the BigQuery. i f you were experiencing unpredictable query costs or customization issues, that sounds like user error. There are ways to optimize or commit slots for reducing the cost. Did you try that ?