Sandeep,
There is no option to adjust timers for one specific website. Any changes will affect all websites. The setting is under Security Services > Web Proxy. If only one site is being problematic for you, I'd recommend you consider bypassing it.
Is this an HTTPS site?
You may want to open a TAC case and have them take a deeper look into this.
-Vance