6 citations · 6 across the 3 of their papers we have counts for
5 papers
Adaptive Multi-Discriminator WGAN Framework for Resource-Constrained Internet of Vehicles Using Reinforcement Learning and Game Theory
Farhoud Jafari Kaleibar, Amr M. Zaki, Marin Litoiu
Managing machine learning workloads as a network service introduces a resource-orchestration problem distinct from conventional model training; which nodes should be allocated to a…
SFlexRCA: Lightweight, Scalable, and Flexible Root Cause Analysis for IIoT Edge Systems
Amr M. Zaki, Farhoud Jafari, Honggeun Ji +2
Industrial Internet of Things (IIoT) systems generate high-dimensional sensor telemetry from interconnected components, where faults can propagate across the system. To address the…
OrEdge: Efficient Multi-Modal Anomaly Detection in Distributed Software Systems via Orthogonal-Domain Learning
Amr M. Zaki, Farhoud Jafari Kaleibar, Honggeun Ji +2
We introduce Orthogonal-Edge (OrEdge), a lightweight framework for real-time anomaly detection in multi-modal distributed software systems. Unlike existing approaches that rely on…
Quality-Aware Task Offloading for Cooperative Perception in Vehicular Edge Computing
Amr M. Zaki, Sara A. Elsayed, Khalid Elgazzar +1
Task offloading in Vehicular Edge Computing (VEC) can advance cooperative perception (CP) to improve traffic awareness in Autonomous Vehicles. In this paper, we propose the Quality…
Amharic Abstractive Text Summarization
Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas
Text Summarization is the task of condensing long text into just a handful of sentences. Many approaches have been proposed for this task, some of the very first were building stat…