[Refactor] guidellm.benchmark package rewrite

[markurtz]

Updates and refactors for the GuideLLM platform rewrite within the guidellm.benchmark package including improvements to the benchmarker and entrypoints logic for better, more performant parallelization and the additions of aggregators, outputs, and profile expansions for a more pluggable framework