
An Online Learning Approach to Optimizing TimeVarying Costs of AoI
We consider systems that require timely monitoring of sources over a com...
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Age Debt: A General Framework For Minimizing Age of Information
We consider the problem of minimizing age of information in general sing...
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WiFresh: AgeofInformation from Theory to Implementation
Emerging applications, such as smart factories and fleets of drones, inc...
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LearningNUM: Network Utility Maximization with Unknown Utility Functions and Queueing Delay
Network Utility Maximization (NUM) studies the problems of allocating tr...
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Aging Bandits: Regret Analysis and OrderOptimal Learning Algorithm for Wireless Networks with Stochastic Arrivals
We consider a singlehop wireless network with sources transmitting time...
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RLQN: A Reinforcement Learning Framework for Optimal Control of Queueing Systems
With the rapid advance of information technology, network systems have b...
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Throughput Maximization in Uncooperative Spectrum Sharing Networks
Throughputoptimal transmission scheduling in wireless networks has been...
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Age of Information: An Introduction and Survey
We summarize recent contributions in the broad area of age of informatio...
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Learning Algorithms for Minimizing Queue Length Regret
We consider a system consisting of a single transmitter/receiver pair an...
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AgeDelay Tradeoffs in Queueing Systems
We consider an M server system in which each server can service at most ...
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A Theory of Uncertainty Variables for State Estimation and Inference
Probability theory forms an overarching framework for modeling uncertain...
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A Whittle Index Approach to Minimizing Functions of Age of Information
We consider a setting where multiple active sources send realtime updat...
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Minimizing the Age of Information in Wireless Networks with Stochastic Arrivals
We consider a wireless network with a base station serving multiple traf...
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Topology Discovery Using Path Interference
We consider the problem of inferring the topology of a network using the...
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Age of Information for Discrete Time Queues
Age of information (AoI) is a timeevolving measure of information fresh...
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A Hierarchical WDMbased Scalable Data Center Network Architecture
Massive data centers are at the heart of the Internet. The rapid growth ...
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AgeDelay Tradeoffs in Single Server Systems
Information freshness and low latency communication is important to many...
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On the Robustness of Distributed Computing Networks
Traffic flows in a distributed computing network require both transmissi...
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Network Interdiction Using Adversarial Traffic Flows
Traditional network interdiction refers to the problem of an interdictor...
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Age Optimal Information Gathering and Dissemination on Graphs
We consider the problem of timely exchange of updates between a central ...
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Optimal Network Control in PartiallyControllable Networks
The effectiveness of many optimal network control algorithms (e.g., Back...
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Learning to Route Efficiently with EndtoEnd Feedback: The Value of Networked Structure
We introduce efficient algorithms which achieve nearly optimal regrets f...
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Can Determinacy Minimize Age of Information?
Ageofinformation (AoI) is a newly proposed destinationcentric perform...
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Lowlatency Networking: Where Latency Lurks and How to Tame It
While the current generation of mobile and fixed communication networks ...
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Datadriven Localization and Estimation of Disturbance in the Interconnected Power System
Identifying the location of a disturbance and its magnitude is an import...
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Optimal Control of Distributed Computing Networks with MixedCast Traffic Flows
Distributed computing networks, tasked with both packet transmission and...
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Scheduling Policies for Age Minimization in Wireless Networks with Unknown Channel State
Age of information (AoI) is a recently proposed metric that measures the...
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Optimizing Age of Information in Wireless Networks with Perfect Channel State Information
Age of information (AoI), defined as the time elapsed since the last rec...
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Distributed Scheduling Algorithms for Optimizing Information Freshness in Wireless Networks
Age of Information (AoI), measures the time elapsed since the last recei...
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Optimizing Information Freshness in Wireless Networks under General Interference Constraints
Age of information (AoI) is a recently proposed metric for measuring inf...
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Accelerated PrimalDual Policy Optimization for Safe Reinforcement Learning
Constrained Markov Decision Process (CMDP) is a natural framework for re...
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Scheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks
We consider a wireless broadcast network with a base station sending tim...
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Network Utility Maximization in Adversarial Environments
Stochastic models have been dominant in network optimization theory for ...
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Scheduling Algorithms for Minimizing Age of Information in Wireless Broadcast Networks with Random Arrivals
Age of information is a newly proposed metric that captures packet delay...
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Interference Model Similarity Index and Its Applications to mmWave Networks: Extended version
In wireless communication networks, interference models are routinely us...
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Connectivity in Interdependent Networks
We propose and analyze a graph model to study the connectivity of interd...
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Robust Routing in Interdependent Networks
We consider a model of two interdependent networks, where every node in ...
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Throughput Optimal Decentralized Scheduling of MultiHop Networks with EndtoEnd Deadline Constraints: II Wireless Networks with Interference
Consider a multihop wireless network serving multiple flows in which wir...
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Eytan Modiano
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Member of the Aeronautics and Astronautics Department, the Laboratory for Information and Decision Systems, and the Operations Research Center at MIT, Professor at MIT since 2011,.