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math.OC2024
Optimal Decentralized Smoothed Online Convex Optimization
Neelkamal Bhuyan, Debankur Mukherjee, Adam Wierman
We study the multi-agent Smoothed Online Convex Optimization (SOCO) problem, where agents interact through a communication graph. In each round, each agent receives a stron…
math.OC2023
Distributed Rate Scaling in Large-Scale Service Systems
Daan Rutten, Martin Zubeldia, Debankur Mukherjee
We consider a large-scale parallel-server system, where each server independently adjusts its processing speed in a decentralized manner. The objective is to minimize the overall c…