diff --git a/attached_assets/Pasted--Aggiornamento-schema-database-Applicando-migrazioni-SQL-Sistema-Migrazioni-Database--1763804201179_1763804201179.txt b/attached_assets/Pasted--Aggiornamento-schema-database-Applicando-migrazioni-SQL-Sistema-Migrazioni-Database--1763804201179_1763804201179.txt
new file mode 100644
index 0000000..c680b53
--- /dev/null
+++ b/attached_assets/Pasted--Aggiornamento-schema-database-Applicando-migrazioni-SQL-Sistema-Migrazioni-Database--1763804201179_1763804201179.txt
@@ -0,0 +1,111 @@
+
+  Aggiornamento schema database...
+   Applicando migrazioni SQL...
+  Sistema Migrazioni Database (Versioned)
+ Verifica sistema versioning...
+psql:/opt/ids/database-schema/migrations/000_init_schema_version.sql:14: NOTICE:  relation "schema_version" already exists, skipping
+✅ Sistema versioning attivo
+ Versione database corrente: 2
+✅ Database già aggiornato (nessuna migrazione da applicare)
+   ✅ Migrazioni SQL applicate
+   Sincronizzando schema Drizzle...
+
+> rest-express@1.0.0 db:push
+> drizzle-kit push
+
+No config path provided, using default 'drizzle.config.ts'
+Reading config file '/opt/ids/drizzle.config.ts'
+Using 'pg' driver for database querying
+[✓] Pulling schema from database...
+[✓] Changes applied
+✅ Schema database completamente sincronizzato
+
+ Configurazione RSyslog (log MikroTik)...
+   ✅ RSyslog già configurato
+
+ Restart servizi...
+✅ Servizi riavviati
+
+╔═══════════════════════════════════════════════╗
+║   ✅ AGGIORNAMENTO COMPLETATO                 ║
+╚═══════════════════════════════════════════════╝
+
+ VERIFICA SISTEMA:
+   • Log backend:  tail -f /var/log/ids/backend.log
+   • Log frontend: tail -f /var/log/ids/frontend.log
+   • API backend:  curl http://localhost:8000/health
+   • Frontend:     curl http://localhost:5000
+
+ STATO SERVIZI:
+ids         1547  6.0  4.0 2187384 650548 ?      Sl   Nov21  57:18 /usr/bin/python3.11 main.py
+root       12542  0.0  0.0  18344  8576 pts/3    S    09:45   0:00 sudo -u ids python3 syslog_parser.py
+ids        12544  0.2  0.1  52844 27132 pts/3    S    09:45   0:06 python3 syslog_parser.py
+root       13114  0.0  0.0  18344  8576 pts/3    S    09:58   0:00 sudo -u ids python3 syslog_parser.py
+ids        13116  8.3  0.1  52928 27136 pts/3    S    09:58   3:04 python3 syslog_parser.py
+root       14333  0.0  0.2 729796 33360 pts/0    Rl+  10:35   0:00 /usr/bin/node /usr/bin/npm run dev
+
+[root@ids ids]# sudo ./deployment/setup_systemd_services.sh
+ Setup Systemd Services per IDS
+
+ Generazione IDS_API_KEY...
+✅ IDS_API_KEY generata e salvata in .env
+ Installazione systemd units...
+♻  Reload systemd daemon...
+⏸  Fermando processi manuali esistenti...
+ Attivazione servizi...
+Created symlink /etc/systemd/system/multi-user.target.wants/ids-ml-backend.service → /etc/systemd/system/ids-ml-backend.service.
+✅ ids-ml-backend.service attivato
+Created symlink /etc/systemd/system/multi-user.target.wants/ids-syslog-parser.service → /etc/systemd/system/ids-syslog-parser.service.
+✅ ids-syslog-parser.service attivato
+
+📊 Status Servizi:
+● ids-ml-backend.service - IDS ML Backend (FastAPI)
+     Loaded: loaded (/etc/systemd/system/ids-ml-backend.service; enabled; preset: disabled)
+     Active: activating (auto-restart) (Result: exit-code) since Sat 2025-11-22 10:35:57 CET; 2s ago
+    Process: 14445 ExecStart=/usr/bin/python3 main.py (code=exited, status=1/FAILURE)
+   Main PID: 14445 (code=exited, status=1/FAILURE)
+        CPU: 21ms
+
+● ids-syslog-parser.service - IDS Syslog Parser (Network Logs Processor)
+     Loaded: loaded (/etc/systemd/system/ids-syslog-parser.service; enabled; preset: disabled)
+     Active: active (running) since Sat 2025-11-22 10:35:57 CET; 2s ago
+   Main PID: 14471 (python3)
+      Tasks: 1 (limit: 100409)
+     Memory: 10.8M (max: 1.0G available: 1013.1M)
+        CPU: 236ms
+     CGroup: /system.slice/ids-syslog-parser.service
+             └─14471 /usr/bin/python3 syslog_parser.py
+
+
+╔═══════════════════════════════════════════════╗
+║   ✅ SYSTEMD SERVICES CONFIGURATI              ║
+╚═══════════════════════════════════════════════╝
+
+📚 COMANDI UTILI:
+   systemctl status ids-ml-backend       - Status ML Backend
+   systemctl status ids-syslog-parser    - Status Syslog Parser
+   systemctl restart ids-ml-backend      - Restart ML Backend
+   systemctl restart ids-syslog-parser   - Restart Syslog Parser
+   journalctl -u ids-ml-backend -f       - Log ML Backend
+   journalctl -u ids-syslog-parser -f    - Log Syslog Parser
+
+[root@ids ids]# systemctl status ids-ml-backend
+● ids-ml-backend.service - IDS ML Backend (FastAPI)
+     Loaded: loaded (/etc/systemd/system/ids-ml-backend.service; enabled; preset: disabled)
+     Active: activating (auto-restart) (Result: exit-code) since Sat 2025-11-22 10:35:57 CET; 8s ago
+    Process: 14445 ExecStart=/usr/bin/python3 main.py (code=exited, status=1/FAILURE)
+   Main PID: 14445 (code=exited, status=1/FAILURE)
+        CPU: 21ms
+[root@ids ids]# systemctl status ids-syslog-parser
+● ids-syslog-parser.service - IDS Syslog Parser (Network Logs Processor)
+     Loaded: loaded (/etc/systemd/system/ids-syslog-parser.service; enabled; preset: disabled)
+     Active: active (running) since Sat 2025-11-22 10:35:57 CET; 20s ago
+   Main PID: 14471 (python3)
+      Tasks: 1 (limit: 100409)
+     Memory: 11.0M (max: 1.0G available: 1012.9M)
+        CPU: 1.699s
+     CGroup: /system.slice/ids-syslog-parser.service
+             └─14471 /usr/bin/python3 syslog_parser.py
+
+Nov 22 10:35:57 ids.alfacom.it systemd[1]: Started IDS Syslog Parser (Network Logs Processor).
+[root@ids ids]#                                                                                                            
\ No newline at end of file