Add locust report and locust section in README

README.md

@@ -208,6 +208,21 @@ Here's the view to the monitors:
 
 ![Second Monitor](./docs/images/BU/monitor2.png)
 
+## Load testing using Locust
+
+Lastly we tested the performances of the application using **Locust**, all the possible requests are defined in *locustfile.py*, in particular we test all the four different endpoints of our API:
+- Get models list (GET request)
+- Get model info (GET request)
+- Get image prediction (POST request)
+- Get context prediction (POST request)
+
+POST requests are done more frequently as they are the main functionality of our service.
+
+Our service is quite heavy as the model is around 100M parameters and the user has to send to the server one or more images (the predict_image endpoint is the one that has the highest response time), so our server suffers from high response times even with only a few users connected at the time.
+This issue could be solved by simply upgrading the hosting service, as the one we are using is a very basic one.
+
+[Here](./reports/locust_report.html) you can find a short report generated by Locust.
+
 ---