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This sounds like a more generic K8s problem rather than a Rancher one, and it might depend on how your cluster is routing traffic. Is the application querying a backend that might be a bottleneck? (Like a database). Are you seeing network errors between the 2 nodes?

no at all, it's just a simple api service that has a single route. how i can check for network errors between the 2 nodes?

Any idea where the requests are failing? Inside your application but only on 1 node? or on both nodes?

@melodic-umbrella-19641 i can't tell tbh but both pods had high CPU consumption and then the requests started to fail. like am sending 60 requests, the first 30 succeeded but the last 30 failed, so i think both pods are failing

My next step would probably be to enable logging in your application and compare on both pods to confirm that the failures are on both. I'm no expert, but that's where I would go next

thanks for your advice, i did that and am seeing logs in 1 pod only, nothing in the 2nd one!

Interesting! If both pods restarted and picked up the log setting, then maybe you're not getting traffic routing to both pods. If your test sends lots of requests in the same HTTP connection, then k8s won't know how to loadbalance the traffic to both pods and it'll all go to a single pod (but that's dependent on how your application works). I'd be surprised if you weren't routing traffic to both nodes, since you said the CPU went up on both nodes.

but i set the ramp-up on jmeter to 60 seconds which means the traffic will be sent distributed in the 60 seconds no?

Yes probably. Sorry I don't know about jmeter. If it makes multiple connections, then it should be distributed, but if it puts all its requests through 1 connection, then that wont be loadbalanced between both pods

but even though, let's assume that it's sending to a single pod with 1 connection, why almost 50% of the requests are failing? when having a single replica only, all the requests are successful

Good point. That shouldn't happen. Unless k8s is routing requests and dropping the ones to your 2nd node

That's probably what you said. do you think it's related to the application itself? like should the app support load balancing or something? it's just a simple flask app with a single route

If it's flask and it's just returning something basic in an HTTP query, then I see no reason why it'd need to know about load-balancing. The deployment examples on the Kubernetes website seem to do something similar and they work just fine. Maybe try deploying one of those helloworld apps to your cluster and see if you get responses from both pods? If that doesn't work, then it's probably some kind of issue with your cluster.