I forecast 400k timeseries every 30minutes at work.

What kind of infrastructure do you use for that scale? Are these computationally light ARIMA models?

We're running 150k models per day and while I'm sure I could scale this to running them every 30 minutes, it would mostly be me throwing money at the problem to parallelize the compute.