5 papers
Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints
Ilyes Mrad, Lutfi Samara, Alaa Awad Abdellatif +3
The usage of unmanned aerial vehicles (UAVs) in civil and military applications continues to increase due to the numerous advantages that they provide over conventional approaches.…
Multi-tier Caching Analysis in CDN-based Over-the-top Video Streaming Systems
Abubakr O. Al-Abbasi, Vaneet Aggarwal, Moo-Ryong Ra
Internet video traffic has been been rapidly increasing and is further expected to increase with the emerging 5G applications such as higher definition videos, IoT and augmented/vi…
Joint Information Freshness and Completion Time Optimization for Vehicular Networks
Abubakr Alabbasi, Vaneet Aggarwal
The demand for real-time cloud applications has seen an unprecedented growth over the past decade. These applications require rapidly data transfer and fast computations. This pape…
Optimized Video Streaming over Cloud: A Stall-Quality Trade-off
Abubakr Alabbasi, Vaneet Aggarwal
As video-streaming services have expanded and improved, cloud-based video has evolved into a necessary feature of any successful business for reaching internal and external audienc…
Two-Stage LASSO ADMM Signal Detection Algorithm For Large Scale MIMO
Anis Elgabli, Ali Elghariani, Abubakr O. Al-Abbasi +1
This paper explores the benefit of using some of the machine learning techniques and Big data optimization tools in approximating maximum likelihood (ML) detection of Large Scale M…