NVIDIA introduced DynoSim to optimize LLM serving parameters

NVIDIA introduced DynoSim, a simulator for finding the optimal LLM serving configuration. The tool automatically simulates the Pareto frontier, taking into account dozens of parameters: model backend, tensor parallelism, prefill/decode allocation, scheduler, and others. This simplifies the tuning of complex large-model serving systems.