5 citations · 6 across the 7 of their papers we have counts for
8 papers
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…
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…
Optimizing simultaneous autoscaling for serverless cloud computing
Harold Ship, Evgeny Shindin, Chen Wang +2
This paper explores resource allocation in serverless cloud computing platforms and proposes an optimization approach for autoscaling systems. Serverless computing relieves users f…
A Robust Server-Effort Policy for Fluid Processing Networks
Harold Ship, Evgeny Shindin, Odellia Boni +1
Multi-Class Processing Networks describe a set of servers that perform multiple classes of jobs on different items. A useful and tractable way to find an optimal control for such a…
Revised SCLP-simplex Algorithm with Application to Large-Scale Fluid Processing Networks
Evgeny Shindin, Michael Masin, Gideon Weiss +1
We describe an efficient implementation of a recent simplex-type algorithm for the exact solution of separated continuous linear programs, and compare it with linear programming ap…
A simplex-type algorithm for continuous linear programs with constant coefficients
Evgeny Shindin, Gideon Weiss
We consider continuous linear programs over a continuous finite time horizon , with a constant coefficient matrix, linear right hand side functions and linear cost coefficient f…
Structure of Solutions for Continuous Linear Programs with Constant Coefficients
Evgeny Shindin, Gideon Weiss
We consider Continuous Linear Programs over a continuous finite time horizon , with linear cost coefficient functions, linear right hand side functions, and a constant coefficie…
Symmetric Strong Duality for a Class of Continuous Linear Programs with Constant Coefficients
Evgeny Shindin, Gideon Weiss
We consider Continuous Linear Programs over a continuous finite time horizon , with linear cost coefficient functions and linear right hand side functions and a constant coeffic…