Managing connections for execution of a client software application. A client software application is analyzed before execution of the application using code analysis and, optionally non-functional metadata analysis, of the application to determine one or more classifications of operations of the application. A mapping of application operation classifications to server characteristics suited to the application operation classifications is maintained. Multiple servers currently available to process at least a portion of the client software application may be monitored, and each of the multiple servers may be characterized according to their performance and resources. The classifications of operations of the analyzed application may be compared to the characteristics of the multiple servers currently available using the mapping, and a server may be selected based on the comparison.