Optimization resource allocation of software as a service (saas) system

A computer-implemented method for a resource analysis system, comprising:

• receiving history data of one or more data processes;
• determining an average central processing unit (CPU) resource and an average memory resource of a data process of the one or more data processes based on the history data;
• determining a resource type of the data process based on the average CPU resource and the average memory resource;
• and
• transmitting a resource type report to a resource record server, wherein the resource type report indicates the resource type of the data process and the data process.

A resource allocation server, comprising:

• a memory;
• and
• at least one processor coupled to the memory and configured to:
• receive a request for a data process;
• determine an identification of the data process based on the request;
• retrieve a resource type of the data process based on the identification;
• and
• assign the data process to a computing server based on the resource type.