Learning-Based Coded Computation

Recent advances have shown the potential for coded computation to impart resilience against slowdowns and failures that occur in distributed computing systems. However, existing coded computation approaches are either unable to support non-linear computations, or can only support a limited subset of...

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Bibliographic Details
Published in:	IEEE journal on selected areas in information theory Vol. 1; no. 1; pp. 227 - 236
Main Authors:	Kosaian, Jack, Rashmi, K. V., Venkataraman, Shivaram
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.05.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	codes Computational modeling Computer networks Decoding Distributed processing fault tolerance Image classification Image reconstruction Inference information theory Linear functions Machine learning Neural networks Object recognition redundancy Reliability Resilience Speech recognition Training
ISSN:	2641-8770, 2641-8770
Online Access:	Get full text
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