Multi-server system resource manager

A system, comprising:

• a network interface operable to communicate with a plurality of server systems over a network;
• a processing device;
• and
• a memory device in communication with the processing device, the memory device storing instructions that when executed by the processing device result in:
• accessing a first log file of a first format type from a first server of the plurality of server systems;
• converting the first log file to a first record in a shared data-interchange format;
• accessing a second log file of a second format type from a second server of the plurality of server systems, wherein the first format type comprises one or more formatting differences relative to the second format type;
• converting the second log file to a second record in the shared data-interchange format;
• collecting a plurality of instances of the first record and the second record over a period of time;
• analyzing a resource allocation of the first server and the second server based on the instances of the first record and the second record;
• determining a user type identifier associated with a workload history of the resource allocation;
• applying a developer rule set to determine a resource allocation adjustment based on determining that the user type identifier is a developer user type;
• applying a non-developer rule set to determine the resource allocation adjustment based on determining that the user type identifier is a non-developer user type;
• and
• transmitting a request for the resource allocation adjustment to one or more of the server systems based on a predicted trend of the resource allocation of the first server and the second server.