Debankur Mukherjee | DeepAI

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∙ 06/01/2023

Optimal Rate-Matrix Pruning For Large-Scale Heterogeneous Systems

We present an analysis of large-scale load balancing systems, where the ...

0 Zhisheng Zhao, et al. ∙

∙ 11/29/2022

Exploiting Data Locality to Improve Performance of Heterogeneous Server Clusters

We consider load balancing in large-scale heterogeneous server systems i...

0 Zhisheng Zhao, et al. ∙

∙ 02/07/2022

Online Optimization with Untrusted Predictions

We examine the problem of online optimization, where a decision maker mu...

0 Daan Rutten, et al. ∙

∙ 01/28/2021

A New Approach to Capacity Scaling Augmented With Unreliable Machine Learning Predictions

Modern data centers suffer from immense power consumption. The erratic b...

0 Daan Rutten, et al. ∙

∙ 10/29/2020

Self-Learning Threshold-Based Load Balancing

We consider a large-scale service system where incoming tasks have to be...

0 Diego Goldsztajn, et al. ∙

∙ 08/17/2020

Load Balancing Under Strict Compatibility Constraints

We study large-scale systems operating under the JSQ(d) policy in the pr...

0 Daan Rutten, et al. ∙

∙ 09/06/2018

Scalable Load Balancing Algorithms in Networked Systems

A fundamental challenge in large-scale networked systems viz., data cent...

0 Debankur Mukherjee, et al. ∙

∙ 06/14/2018

Scalable load balancing in networked systems: A survey of recent advances

The basic load balancing scenario involves a single dispatcher where tas...

0 Mark van der Boor, et al. ∙

∙ 03/20/2018

Join-Idle-Queue with Service Elasticity: Large-Scale Asymptotics of a Non-monotone System

We consider the model of a token-based joint auto-scaling and load balan...

0 Debankur Mukherjee, et al. ∙

∙ 12/22/2017

Scalable Load Balancing in Networked Systems: Universality Properties and Stochastic Coupling Methods

We present an overview of scalable load balancing algorithms which provi...

0 Mark van der Boor, et al. ∙

∙ 07/18/2017

Asymptotically Optimal Load Balancing Topologies

We consider a system of N servers inter-connected by some underlying gra...

0 Debankur Mukherjee, et al. ∙

∙ 03/24/2017

Optimal Service Elasticity in Large-Scale Distributed Systems

A fundamental challenge in large-scale cloud networks and data centers i...

0 Debankur Mukherjee, et al. ∙

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