diff --git a/attached_assets/Pasted-journalctl-u-ids-ml-backend-n-50-no-pager-Nov-22-10-35-57-ids-alfacom-it-systemd-1-Started-IDS-1763804259148_1763804259148.txt b/attached_assets/Pasted-journalctl-u-ids-ml-backend-n-50-no-pager-Nov-22-10-35-57-ids-alfacom-it-systemd-1-Started-IDS-1763804259148_1763804259148.txt
new file mode 100644
index 0000000..2d7b766
--- /dev/null
+++ b/attached_assets/Pasted-journalctl-u-ids-ml-backend-n-50-no-pager-Nov-22-10-35-57-ids-alfacom-it-systemd-1-Started-IDS-1763804259148_1763804259148.txt
@@ -0,0 +1,44 @@
+journalctl -u ids-ml-backend -n 50 --no-pager
+Nov 22 10:35:57 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:35:57 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:35:57 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:36:07 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 1.
+Nov 22 10:36:07 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:36:07 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:36:07 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:36:07 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:36:18 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 2.
+Nov 22 10:36:18 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:36:18 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:36:18 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:36:18 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:36:28 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 3.
+Nov 22 10:36:28 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:36:28 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:36:28 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:36:28 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:36:38 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 4.
+Nov 22 10:36:38 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:36:38 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:36:38 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:36:38 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:36:48 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 5.
+Nov 22 10:36:48 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:36:48 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:36:48 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:36:48 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:36:59 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 6.
+Nov 22 10:36:59 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:36:59 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:36:59 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:36:59 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:37:09 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 7.
+Nov 22 10:37:09 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:37:09 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:37:09 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:37:09 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
+Nov 22 10:37:19 ids.alfacom.it systemd[1]: ids-ml-backend.service: Scheduled restart job, restart counter is at 8.
+Nov 22 10:37:19 ids.alfacom.it systemd[1]: Stopped IDS ML Backend (FastAPI).
+Nov 22 10:37:19 ids.alfacom.it systemd[1]: Started IDS ML Backend (FastAPI).
+Nov 22 10:37:19 ids.alfacom.it systemd[1]: ids-ml-backend.service: Main process exited, code=exited, status=1/FAILURE
+Nov 22 10:37:19 ids.alfacom.it systemd[1]: ids-ml-backend.service: Failed with result 'exit-code'.
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