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The Wikipedia definition works for me. "scalability is a desirable property of a system, a network, or a process, which indicates its ability to either handle growing amounts of work in a graceful manner or to be enlarged."
Under that definition CGIDEV2 would scale well just by running under IBM i where available resources (processors, memory, etc.) are automatically allocated to separate jobs. No need to configure anything, except standard HTTP server configuration directives allowing a given number of threads and CGI server jobs, timeouts, and so forth. Native workloads automatically scale to use available resources.
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