Hi Wasfi,
The Event Log will log with whatever time zone you have set in the clock settings. To change this from the GUI, navigate to Configuration > General > Clock > Clock > Set Time zone.
The exception to this is on reboot, while the system is loading, you will see timestamps for UTC. Once the Proxy OS is back up, the timestamps will resume in the time zone set on the ProxySG
Hope this helps!