Hind Castel-Taleb

Online Learning for Function Placement in Serverless Computing

2025

We study the placement of virtual functions aimed at minimizing the cost. We propose a novel algorithm, using ideas based on multi-armed bandits. We prove that these algorithms learn the optimal placement policy rapidly, and …