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Thank you for this.

Thanks for the FastAPI explanation. This makes sense. Right now, we use ELB (Elastic Load Balancer) to sit in front of multiple GPU instances. Is this sufficient or do you suggest …

Thanks for the explanation. Right now, we use ELB (Elastic Load Balancer) to sit in front of multiple GPU instances. Is this sufficient or do you suggest adding Celery into this ar…

A proxy like Cloudflare or a custom proxy that stores data? Are there proxy examples you could point us to? Thanks for your help.

Thanks for the suggestion. How would this work with GPU-bound machine learning models? The model processing takes > 30 seconds and would still represent the bottleneck?

To use premium settings without paying. It appears less like malicious DDoS and more like pragmatic theft.

Thanks for the suggestion. It is possible, but this degrades the experience for legitimate users. We prefer solving this without impacting/taxing normal users if possible.

Thanks for the suggestion. It is possible, but this degrades the experience for legitimate users. We prefer solving this without impacting/taxing normal users if possible.

Consider us one. :) We tried removing "async" -- thinking it would force sequential processing -- but it unexpectedly seemed to cause parallel processing of requests, which caused …

This is interesting. Thanks for sharing. Are you saying block form submission unless the cursor is over the event target? If so: * How to handle legitimate requests from mobile use…

Thanks for the reply! The freemium service provides access to machine learning models on GPU instances, served with FastAPI. Each request invokes a compute-intensive ML model, but …

Off-topic, but our freemium website is under attack by headless browsers. The freemium service provides access to compute-heavy machine learning models running on GPUs. Hackers bla…