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  1. Total number of users
  2. Maximum expected concurrent users
  3. Number of apps running on the platform
  4. Complexity of each of the apps
  5. Amount of data generated in each app
  6. Network infrastructure

 

For example, an environment with a small number of users running a heavily-used complex app might require more resources than an environment with large number of users running some simple apps only once a day.
So based only on number of maximum and concurrent users, you wouldn't be able to predict what is needed. Usually customers would start with a single application server first, and scale up or cluster when necessary. 

Check out the following articles:- 

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