diff --git a/.replit b/.replit
index 7950bb9..3dc4618 100644
--- a/.replit
+++ b/.replit
@@ -18,10 +18,6 @@ externalPort = 80
 localPort = 41303
 externalPort = 3002
 
-[[ports]]
-localPort = 42815
-externalPort = 3001
-
 [[ports]]
 localPort = 43471
 externalPort = 3003
diff --git a/attached_assets/Pasted-Nov-25-08-47-55-ids-alfacom-it-systemd-1-Stopped-IDS-ML-Backend-FastAPI-Nov-25-08-47-55-ids-alf-1764056991460_1764056991460.txt b/attached_assets/Pasted-Nov-25-08-47-55-ids-alfacom-it-systemd-1-Stopped-IDS-ML-Backend-FastAPI-Nov-25-08-47-55-ids-alf-1764056991460_1764056991460.txt
new file mode 100644
index 0000000..18fbacb
--- /dev/null
+++ b/attached_assets/Pasted-Nov-25-08-47-55-ids-alfacom-it-systemd-1-Stopped-IDS-ML-Backend-FastAPI-Nov-25-08-47-55-ids-alf-1764056991460_1764056991460.txt
@@ -0,0 +1,39 @@
+Nov 25 08:47:55 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 25 08:47:55 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 6min 21.039s CPU time.
+Nov 25 08:47:55 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 25 08:47:58 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 25 08:47:58 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 25 08:47:58 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 4.156s CPU time.
+Nov 25 08:48:08 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 1.
+Nov 25 08:48:08 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 25 08:48:08 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 4.156s CPU time.
+Nov 25 08:48:08 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 25 08:48:11 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 25 08:48:11 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 25 08:48:11 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 4.059s CPU time.
+Nov 25 08:48:16 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 25 08:48:16 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 4.059s CPU time.
+Nov 25 08:48:16 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 25 08:48:18 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 25 08:48:18 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 25 08:48:18 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 3.908s CPU time.
+Nov 25 08:48:28 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 2.
+Nov 25 08:48:28 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 25 08:48:28 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 3.908s CPU time.
+Nov 25 08:48:28 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 25 08:48:31 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 25 08:48:31 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 25 08:48:31 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 3.952s CPU time.
+Nov 25 08:48:41 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 3.
+Nov 25 08:48:41 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 25 08:48:41 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 3.952s CPU time.
+Nov 25 08:48:41 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 25 08:48:43 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 25 08:48:43 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 25 08:48:43 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 4.019s CPU time.
+Nov 25 08:48:53 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 4.
+Nov 25 08:48:53 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 25 08:48:53 ids.alfacom.it systemd[1]: ids-ml-backend.service: Consumed 4.019s CPU time.
+Nov 25 08:48:53 ids.alfacom.it systemd[1]: ids-ml-backend.service: Start request repeated too quickly.
+Nov 25 08:48:53 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 25 08:48:53 ids.alfacom.it systemd[1]: Failed to start IDS ML Backend (FastAPI).
\ No newline at end of file