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02/09/2020
UAV Trajectory Optimization for Time Constrained Applications
Unmanned Aerial Vehicles (UAVs) are poised to revolutionize communicatio...
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05/28/2019
Optimizing Adaptive Video Streaming in Mobile Networks via Online Learning
In this paper, we propose a novel algorithm for video rate adaptation in...
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05/28/2019
Online Learning for Robust Adaptive Video Streaming in Mobile Networks
In this paper, we propose a novel algorithm for video quality adaptation...
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05/04/2019
Learning to Cooperate in D2D Caching Networks
We consider a wireless device-to-device (D2D) cooperative network where ...
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04/25/2019
Complexity of URLLC Scheduling and Efficient Approximation Schemes
In this paper we address the problem of joint admission control and reso...
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04/22/2019
Learning to Cache With No Regrets
This paper introduces a novel caching analysis that, contrary to prior w...
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04/01/2019
Learn2MAC: Online Learning Multiple Access for URLLC Applications
This paper addresses a fundamental limitation of previous random access ...
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05/30/2018
Model-Driven Artificial Intelligence for Online Network Optimization
Future 5G wireless networks will rely on agile and automated network man...
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05/29/2018
The Role of Caching in Future Communication Systems and Networks
This paper has the following ambitious goal: to convince the reader that...
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02/07/2018
Adaptive Coded Caching for Fair Delivery over Fading Channels
The performance of existing coded caching schemes is sensitive to the wo...
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01/05/2018