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I-Health: Leveraging Edge Computing and Blockchain for Epidemic Management
Alaa Awad Abdellatif, Lutfi Samara, Amr Mohamed +5
Epidemic situations typically demand intensive data collection and management from different locations/entities within a strict time constraint. Such demand can be fulfilled by lev…
Collaborative Coded Computation Offloading: An All-pay Auction Approach
Jer Shyuan Ng, Wei Yang Bryan Lim, Sahil Garg +4
As the amount of data collected for crowdsensing applications increases rapidly due to improved sensing capabilities and the increasing number of Internet of Things (IoT) devices,…
Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data
Naram Mhaisen, Alaa Awad, Amr Mohamed +2
Distributed learning algorithms aim to leverage distributed and diverse data stored at users' devices to learn a global phenomena by performing training amongst participating devic…
Budgeted Online Selection of Candidate IoT Clients to Participate in Federated Learning
Ihab Mohammed, Shadha Tabatabai, Ala Al-Fuqaha +4
Machine Learning (ML), and Deep Learning (DL) in particular, play a vital role in providing smart services to the industry. These techniques however suffer from privacy and securit…
Proportionally Fair approach for Tor's Circuits Scheduling
Lamiaa Basyoni, Aiman Erbad, Amr Mohamed +2
The number of users adopting Tor to protect their online privacy is increasing rapidly. With a limited number of volunteered relays in the network, the number of clients' connectio…
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems
Emna Baccour, Aiman Erbad, Amr Mohamed +2
With the emergence of smart cities, Internet of Things (IoT) devices as well as deep learning technologies have witnessed an increasing adoption. To support the requirements of suc…
Performance Analysis and Optimization for the MAC Protocol in UAV-based IoT Network
Bin Li, Xianzhen Guo, Ruonan Zhang +2
Unmanned aerial vehicles (UAVs) have played an important role in air-ground integration network. Especially in Internet of Things (IoT) services, UAV equipped with communication eq…
Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks
Shimin Gong, Jiaye Lin, Jinbei Zhang +3
Intelligent reflecting surface (IRS) has been recently employed to reshape the wireless channels by controlling individual scattering elements' phase shifts, namely, passive beamfo…
Trust-Based Cloud Machine Learning Model Selection For Industrial IoT and Smart City Services
Basheer Qolomany, Ihab Mohammed, Ala Al-Fuqaha +2
With Machine Learning (ML) services now used in a number of mission-critical human-facing domains, ensuring the integrity and trustworthiness of ML models becomes all-important. In…
Compress or Interfere?
Alaa Awad Abdellatif, Lutfi Samara, Amr Mohamed +3
Rapid evolution of wireless medical devices and network technologies has fostered the growth of remote monitoring systems. Such new technologies enable monitoring patients' medical…
FacebookVideoLive18: A Live Video Streaming Dataset for Streams Metadata and Online Viewers Locations
Emna Baccour, Aiman Erbad, Kashif Bilal +3
With the advancement in personal smart devices and pervasive network connectivity, users are no longer passive content consumers, but also contributors in producing new contents. T…