Comment by imron

Comment by imron 6 days ago

2 replies

I came here to say this.

OP, what are you even doing that requires $150/month of spend, especially given things are mostly idle?

creativesage 4 days ago

Photo culling app. Photographers upload 1000+ images, ML clusters similar shots so clients can pick favorites faster. Needs serious parallel compute (but infrequently). Cloud SQL is the baseline (~$40-50/month, doesn't scale to zero).

My fuckup was setting --cpu 4 --memory 16Gi during initial migration and only optimizing instance counts, not resource sizing.

Didn't help that GCP has no hard spending cap. Budgets only send alerts (in my case 1 easy to miss alert saying you spent more than $50 this month), they don't stop charges... Looking at my credit card statement there are multiple $1-2k charges.

The incentives aren't exactly aligned toward helping you spend less.

  • imron 3 hours ago

    > Cloud SQL is the baseline

    Does GCP not have something equivalent to Aurora Serverless? [0]

    It's more expensive if you are constantly using the database over the course of a month, but much less expensive if you only have bursty traffic.

    0: https://aws.amazon.com/rds/aurora/serverless/