Hi Sandeep,
You should read the APM Sizing and Performance Guide.
This Guide has few good chapters that should give you idea what resources would be need to monitor your environment.
CA APM Example Deployments
CA APM Sizing Recommendations
CA APM Sizing and Performance FAQs
Thanks, Amir