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07/21/2023
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems
As deep neural networks continue to expand and become more complex, most...
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07/21/2023
Zero-touch realization of Pervasive Artificial Intelligence-as-a-service in 6G networks
The vision of the upcoming 6G technologies, characterized by ultra-dense...
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05/03/2023
Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer
Remote monitoring systems analyze the environment dynamics in different ...
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12/21/2022
Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms
The deployment flexibility and maneuverability of Unmanned Aerial Vehicl...
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09/13/2022
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges
5G communication brings substantial improvements in the quality of servi...
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08/27/2022
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems
Although Deep Neural Networks (DNN) have become the backbone technology ...
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02/28/2022
Hierarchical Multi-Agent DRL-Based Framework for Joint Multi-RAT Assignment and Dynamic Resource Allocation in Next-Generation HetNets
This paper considers the problem of cost-aware downlink sum-rate maximiz...
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02/28/2022
Machine Learning Empowered Intelligent Data Center Networking: A Survey
To support the needs of ever-growing cloud-based services, the number of...
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09/06/2021
LoRa-RL: Deep Reinforcement Learning for Resource Management in Hybrid Energy LoRa Wireless Networks
LoRa wireless networks are considered as a key enabling technology for n...
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07/13/2021
Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey
Recognizing the patient's emotions using deep learning techniques has at...
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07/09/2021
Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks
Unmanned Aerial Vehicles (UAVs) have recently attracted significant atte...
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06/04/2021
An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment
Crowdsourced live video streaming (livecast) services such as Facebook L...
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05/23/2021
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization
Unmanned Aerial Vehicles (UAVs) have attracted great interest in the las...
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05/04/2021
Pervasive AI for IoT Applications: Resource-efficient Distributed Artificial Intelligence
Artificial intelligence (AI) has witnessed a substantial breakthrough in...
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02/03/2021
DQN-Based Multi-User Power Allocation for Hybrid RF/VLC Networks
In this paper, a Deep Q-Network (DQN) based multi-agent multi-user power...
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10/25/2020
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems
With the emergence of smart cities, Internet of Things (IoT) devices as ...
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08/05/2020
A Survey on Security and Privacy Issues in Edge Computing-Assisted Internet of Things
Internet of Things (IoT) is an innovative paradigm envisioned to provide...
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07/05/2020
Performance Analysis of Dual-Hop Underwater Wireless Optical Communication Systems over Mixture Exponential-Generalized Gamma Turbulence Channels
In this work, we present a unified framework for the performance analysi...
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03/24/2020
FacebookVideoLive18: A Live Video Streaming Dataset for Streams Metadata and Online Viewers Locations
With the advancement in personal smart devices and pervasive network con...
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06/03/2019
The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles' Heel of Cognitive Networks?
The holy grail of networking is to create cognitive networks that organi...
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10/15/2018
Unified Statistical Channel Model for Turbulence-Induced Fading in Underwater Wireless Optical Communication Systems
A unified statistical model is proposed to characterize turbulence-induc...
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10/16/2017
CeMon: A Cost-effective Flow Monitoring System in Software Defined Networks
Network monitoring and measurement are crucial in network management to ...
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10/16/2017