72 citations · 369 across the 34 of their papers we have counts for
4 papers · 1 filter
Best of Both Worlds Guarantees for Smoothed Online Quadratic Optimization
Neelkamal Bhuyan, Debankur Mukherjee, Adam Wierman
We study the smoothed online quadratic optimization (SOQO) problem where, at each round , a player plays an action in response to a quadratic hitting cost and an additiona…
Optimal Rate-Matrix Pruning For Large-Scale Heterogeneous Systems
Zhisheng Zhao, Debankur Mukherjee
We present an analysis of large-scale load balancing systems, where the processing time distribution of tasks depends on both the task and server types. Our study focuses on the as…
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…
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…