research
∙
05/10/2023
Best Arm Identification in Bandits with Limited Precision Sampling
We study best arm identification in a variant of the multi-armed bandit ...
share
research
∙
05/09/2023
Multi-access Coded Caching with Linear Subpacketization
We consider the multi-access coded caching problem, which contains a cen...
research
∙
04/30/2023
ICQ: A Quantization Scheme for Best-Arm Identification Over Bit-Constrained Channels
We study the problem of best-arm identification in a distributed variant...
research
∙
03/13/2023
On the Regret of Online Edge Service Hosting
We consider the problem of service hosting where a service provider can ...
research
∙
11/29/2022
Regret-Optimal Online Caching for Adversarial and Stochastic Arrivals
We consider the online caching problem for a cache of limited size. In a...
research
∙
07/29/2022
Renting Edge Computing Resources for Service Hosting
We consider the setting where a service is hosted on a third-party edge ...
research
∙
11/16/2021
Sequential Community Mode Estimation
We consider a population, partitioned into a set of communities, and stu...
research
∙
10/08/2021
A Wireless Intrusion Detection System for 802.11 WPA3 Networks
Wi-Fi (802.11) networks have become an essential part of our daily lives...
research
∙
02/28/2021
Online Partial Service Hosting at the Edge
We consider the problem of service hosting where an application provider...
research
∙
02/19/2021
On Gradient Coding with Partial Recovery
We consider a generalization of the recently proposed gradient coding fr...
research
∙
01/18/2021
Fundamental Limits of Demand-Private Coded Caching
We consider the coded caching problem with an additional privacy constra...
research
∙
12/08/2020
Structured Index Coding Problem and Multi-access Coded Caching
Index coding and coded caching are two active research topics in informa...
research
∙
11/03/2020
Greedy k-Center from Noisy Distance Samples
We study a variant of the canonical k-center problem over a set of verti...
research
∙
10/26/2020
Query Complexity of k-NN based Mode Estimation
Motivated by the mode estimation problem of an unknown multivariate prob...
research
∙
07/27/2020
Index Coding at the WiFi Edge: An Implementation Study for Video Delivery
HTTP based video streaming has become the de facto standard for video co...
research
∙
06/01/2020
Coded Caching for Heterogeneous Wireless Networks
This chapter provides an overview of coded caching in the context of het...
research
∙
05/30/2020
Private Index Coding
We study the fundamental problem of index coding under an additional pri...
research
∙
05/29/2020
Query complexity of heavy hitter estimation
We consider the problem of identifying the subset 𝒮^γ_𝒫 of elements in t...
research
∙
01/21/2020
Online Caching and Coding at the WiFi Edge: Gains and Tradeoffs
Video content delivery at the wireless edge continues to be challenged b...
research
∙
11/19/2019
Sequential Mode Estimation with Oracle Queries
We consider the problem of adaptively PAC-learning a probability distrib...
research
∙
09/04/2019
Rate-Memory Trade-off for Multi-access Coded Caching with Uncoded Placement
We study a multi-access variant of the popular coded caching framework, ...
research
∙
09/26/2018
Effects of Storage Heterogeneity in Distributed Cache Systems
In this work, we focus on distributed cache systems with non-uniform sto...
research
∙
03/23/2018
Learning Recommendations While Influencing Interests
Personalized recommendation systems (RS) are extensively used in many se...
research
∙
02/08/2018
Resource Pooling in Large-Scale Content Delivery Systems
Content delivery networks are a key infrastructure component used by Vid...
research
∙
12/23/2017
Persistence of the Jordan center in Random Growing Trees
The Jordan center of a graph is defined as a vertex whose maximum distan...
research
∙
05/09/2016