WVA: A Global Optimization Control Plane for llmd

Abhishek Malvankar, Lionel Villard, Mohammed Abdi +6

As Large Language Models (LLMs) scale to handle massive concurrent traffic, optimizing the infrastructure required for inference has become a primary challenge. To manage the high…