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Dynamically scale kubernetes resources using the length of an AMQP queue (number of messages available for retrieval from the queue) to determine the load

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Hello, I'm trying to minimize frequent fluctuations in the replicas count in our setup. The rate of incoming messages is fluctuating quite a lot. The usual scenario is: sudden peak...

I managed to implement the autoscaler so that it scales based on the number of messages in the queue. However, initially, it scales appropriately and consumes the messages on the...