Exploring Distributed Deep Learning Inference Using Raspberry Pi Spark Cluster

Raspberry Pi (Pi) is a versatile general-purpose embedded computing device that can be used for both machine learning (ML) and deep learning (DL) inference applications such as face detection. This study trials the use of a Pi Spark cluster for distributed inference in TensorFlow. Specifically, it i...

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Bibliographic Details
Main Authors: Nicholas James, Lee-Yeng Ong, Meng-Chew Leow
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/14/8/220