2 papers
cs.ET2026
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…
math.OC2024
SCLP-Simplex Algorithm for Robust Fluid Processing Networks
Evgeny Shindin, Roi Ben Gigi, Odellia Boni
Fluid models provide a tractable approach to approximate multiclass processing networks. This tractability is a due to the fact that optimal control for such models is a solution o…