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cs.DC2021
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…
cs.DC2020
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.…
cs.DC2019
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…