I'm trying to get a movie recommender system up and running on AWS, but I'm having some issues. I found a problem detailed in a link, but I'm seeking advice on how to approach it correctly. Specifically, I'm looking to understand the best way to handle my dataset and infrastructure challenges related to memory and processing. Any insights would be greatly appreciated!
2 Answers
Have you tried running it locally? It might help pinpoint the problem better. From what I've noticed, AWS T3 instances have a CPU credit system, which can lead to performance issues, especially if they're newly spun up. I'd recommend switching to a different instance type, like a ml.c5.large, to see if that improves the situation.
You might just need a beefier instance! With peak memory usage hitting 28GB, running it on an instance with only 1GB of RAM isn't realistic. Consider scaling up your instance to handle the workload effectively.
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