1 citations · 1 across the 3 of their papers we have counts for
6 papers
Policy Design in Zero-Trust Distributed Networks: Challenges and Solutions
Fannya R. Sandjaja, Ayesha A. Majeed, Abdullah Abdullah +3
Traditional security architectures are becoming more vulnerable to distributed attacks due to significant dependence on trust. This will further escalate when implementing agentic…
Uncertainty in Supply Chain Digital Twins: A Quantum-Classical Hybrid Approach
Abdullah Abdullah, Fannya Ratana Sandjaja, Ayesha Abdul Majeed +3
This study investigates uncertainty quantification (UQ) using quantum-classical hybrid machine learning (ML) models for applications in complex and dynamic fields, such as attainin…
CONTINUER: Maintaining Distributed DNN Services During Edge Failures
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor Spence +1
Partitioning and deploying Deep Neural Networks (DNNs) across edge nodes may be used to meet performance objectives of applications. However, the failure of a single node may resul…
NEUKONFIG: Reducing Edge Service Downtime When Repartitioning DNNs
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor Spence +1
Deep Neural Networks (DNNs) may be partitioned across the edge and the cloud to improve the performance efficiency of inference. DNN partitions are determined based on operational…
Modelling Fog Offloading Performance
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor Spence +1
Fog computing has emerged as a computing paradigm aimed at addressing the issues of latency, bandwidth and privacy when mobile devices are communicating with remote cloud services.…
Performance Estimation of Container-Based Cloud-to-Fog Offloading
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor Spence +1
Fog computing offloads latency critical application services running on the Cloud in close proximity to end-user devices onto resources located at the edge of the network. The rese…