46 citations · 124 across the 7 of their papers we have counts for
7 papers
FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching
Haoran Zhang, Cainã Figueiredo Pereira, Marie Siew +3
Federated learning (FL) is often subject to aggregation variance if clients do not consistently participate in training rounds. While reusing stale model updates from inactive clie…
Constrained Correlated Equilibria
Omar Boufous, Rachid El-Azouzi, Mikaël Touati +2
This paper introduces constrained correlated equilibrium, a solution concept combining correlation and coupled constraints in finite non-cooperative games. In the general case of a…
Vision-Based Defect Classification and Weight Estimation of Rice Kernels
Xiang Wang, Kai Wang, Xiaohong Li +1
Rice is one of the main staple food in many areas of the world. The quality estimation of rice kernels are crucial in terms of both food safety and socio-economic impact. This was…
Saliency-Driven Active Contour Model for Image Segmentation
Ehtesham Iqbal, Asim Niaz, Asif Aziz Memon +2
Active contour models have achieved prominent success in the area of image segmentation, allowing complex objects to be segmented from the background for further analysis. Existing…
Competitive Caching of Contents in 5G Edge Cloud Networks
Francesco De Pellegrini, Antonio Massaro, Leonardo Goratti +1
The surge of mobile data traffic forces network operators to cope with capacity shortage. The deployment of small cells in 5G networks is meant to reduce latency, backhaul traffic…
Flow Level QoE of Video Streaming in Wireless Networks
Yuedong Xu, Salaheddine Elayoubi, Eitan Altman +2
The Quality of Experience (QoE) of streaming service is often degraded by frequent playback interruptions. To mitigate the interruptions, the media player prefetches streaming cont…
Analysis of Buffer Starvation with Application to Objective QoE Optimization of Streaming Services
Yuedong Xu, Eitan Altman, Rachid El-Azouzi +3
Our purpose in this paper is to characterize buffer starvations for streaming services. The buffer is modeled as an M/M/1 queue, plus the consideration of bursty arrivals. When the…