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03/13/2023
On the Regret of Online Edge Service Hosting
We consider the problem of service hosting where a service provider can ...
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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...
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07/29/2022
Renting Edge Computing Resources for Service Hosting
We consider the setting where a service is hosted on a third-party edge ...
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07/09/2022
Multi-Model Federated Learning with Provable Guarantees
Federated Learning (FL) is a variant of distributed learning where edge ...
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01/07/2022
Multi-Model Federated Learning
Federated learning is a form of distributed learning with the key challe...
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02/28/2021
Online Partial Service Hosting at the Edge
We consider the problem of service hosting where an application provider...
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11/10/2020
Correlated Age-of-Information Bandits
We consider a system composed of a sensor node tracking a time varying q...
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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...
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09/27/2020
Decentralized Age-of-Information Bandits
Age-of-Information (AoI) is a performance metric for scheduling systems ...
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07/08/2020
Dynamic social learning under graph constraints
We argue that graph-constrained dynamic choice with reinforcement can be...
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06/01/2020
Coded Caching for Heterogeneous Wireless Networks
This chapter provides an overview of coded caching in the context of het...
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05/08/2020
You Snooze, You Lose: Minimizing Channel-Aware Age of Information
We propose a variant of the Age of Information (AoI) metric called Chann...
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01/30/2020
Duopolistic platform competition for revenue and throughput
We consider two competing platforms operating in a two-sided market and ...
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12/24/2019
RetroRenting: An Online Policy for Service Caching at the Edge
The rapid proliferation of shared edge computing platforms has enabled a...
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11/14/2019
Contextual Bandits Evolving Over Finite Time
Contextual bandits have the same exploration-exploitation trade-off as s...
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09/26/2018
Effects of Storage Heterogeneity in Distributed Cache Systems
In this work, we focus on distributed cache systems with non-uniform sto...
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02/08/2018
Resource Pooling in Large-Scale Content Delivery Systems
Content delivery networks are a key infrastructure component used by Vid...
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12/28/2017