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Scaling the kafka consumer for a machine learning service in python

Scaling the kafka consumer for a machine learning service in python

Imagine you are supposed to build a python service using machine learning model (trained offline) to detect if a web request is anomalous or not. The requests are coming at a rate of 1000 per second initially but will gradually increase as your main application reaches more customers.

AWS WAF and CloudFront: How to Use Them Together

AWS WAF and CloudFront: How to Use Them Together

Security is really important. There is nothing like the gut-wrenching feeling of exposing users’ data. However, security isn’t the most exciting part of web development and is often ignored. Using AWS CloudFront and AWS WAF together, you can add some security to your sites with less work and focus on making features for your users.