Distributed and Collaborative High-Speed Inference Deep Learning for Mobile Edge with Topological Dependencies

Ubiquitous computing has potentials to harness the flexibility of distributed computing systems including cloud, edge, and Internet of Things devices. Mobile edge computing (MEC) benefits time-critical applications by providing low latency connections. However, most of the resource-constrained edge...

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Veröffentlicht in:	IEEE transactions on cloud computing 2022-04, Vol.10 (2), p.821-834
Hauptverfasser:	Henna, Shagufta, Davy, Alan
Format:	Artikel
Sprache:	eng
Schlagworte:	Cloud computing Collaboration Collaborative learning Collaborative work Computer networks Deep learning deep learning in cloud computing Deep learning in edge computing Distributed processing Edge computing edge inference edge with topological dependencies Electronic devices Graph neural networks Inference intelligent cloud computing intelligent edge Internet of Things Local area networks Mobile computing Network latency Neural networks Optimization Performance evaluation Response time Topology Ubiquitous computing
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