On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems

Consider a mobile edge computing system in which users wish to obtain the result of a linear inference operation on locally measured input data. Unlike the offloaded input data, the model weight matrix is distributed across the wireless Edge Nodes (ENs). ENs have non-deterministic computing times, a...

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Bibliographic Details

Published in:	IEEE communications letters Vol. 23; no. 6; pp. 1065 - 1068
Main Authors:	Zhang, Jingjing, Simeone, Osvaldo
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.06.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Coding Computational modeling Computing/Communication Latency Data models Downlink Edge computing Encoding Europe Inference Information theory Mobile computing Stragglers Wireless communication
ISSN:	1089-7798, 1558-2558
Online Access:	Get full text
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