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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…
math.PR2023
Mean-field Analysis for Load Balancing on Spatial Graphs
Daan Rutten, Debankur Mukherjee
The analysis of large-scale, parallel-server load balancing systems has relied heavily on mean-field analysis. A pivotal assumption for this framework is that the servers are excha…