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12/20/2022
Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality
360-degree panoramic videos have gained considerable attention in recent...
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06/05/2020
State Action Separable Reinforcement Learning
Reinforcement Learning (RL) based methods have seen their paramount succ...
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09/19/2019
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design
In distributed software-defined networks (SDN), multiple physical SDN co...
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01/25/2019
Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks
The proliferation of innovative mobile services such as augmented realit...
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01/25/2019
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures
Since the early development of Software-Defined Network (SDN) technology...
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12/03/2018
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN
In distributed software-defined networks (SDN), multiple physical SDN co...
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01/09/2018