Is there a risk from sharing Application server (tomcat) between more that web applications [on hold]

I want to use more than one copy of the similar application in the shared tomcat and I want to increase the memory size, so is there any risk of this action ?? How I can increase the Performance?

Session switching, Security, Integrity, Performance issue, Threads risk, Deadlocks