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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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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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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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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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06/20/2019
QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach
Driven by the tremendous technological advancement of personal devices a...
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12/16/2018