Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices

The Hierarchical Inference (HI) paradigm employs a tiered processing: the inference from simple data samples are accepted at the end device, while complex data samples are offloaded to the central servers. HI has recently emerged as an effective method for balancing inference accuracy, data processi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2024-04
Hauptverfasser:	Adarsh Prasad Behera, Morabito, Roberto, Widmer, Joerg, Champati, Jaya Prakash
Format:	Artikel
Sprache:	eng
Schlagworte:	Data processing Edge computing Image classification Inference Servers
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!