headlessvictim2

3 ms·

1. 1.▲
   by headlessvictim2 5y ago

   Thank you for this.
2. 2.▲
   by headlessvictim2 5y ago

   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 adding Celery to this architecture?
3. 3.▲
   by headlessvictim2 5y ago

   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 architecture?
4. 4.▲
   by headlessvictim2 5y ago

   A proxy like Cloudflare or a custom proxy that stores data? Are there proxy examples you could point us to? Thanks for your help.
5. 5.▲
   by headlessvictim2 5y ago

   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?
6. 6.▲
   by headlessvictim2 5y ago

   To use premium settings without paying. It appears less like malicious DDoS and more like pragmatic theft.
7. 7.▲
   by headlessvictim2 5y ago

   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.
8. 8.▲
   by headlessvictim2 5y ago

   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.
9. 9.▲
   by headlessvictim2 5y ago

   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 CUDA memory errors. Before removing "async&qu
10. 10.▲
    by headlessvictim2 5y ago

    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 users? * How to handle form submissions with the "return&q
11. 11.▲
    by headlessvictim2 5y ago

    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 perhaps there is something wrong with the FastAPI configurat
12. 12.▲
    by headlessvictim2 5y ago

    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 blast 50-100 requests in the same second, which clog the server