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A Docker-based federated learning framework design and deployment for multi-modal data stream classi...

A Docker-based federated learning framework design and deployment for multi-modal data stream classi...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2858499862

A Docker-based federated learning framework design and deployment for multi-modal data stream classification

About this item

Full title

A Docker-based federated learning framework design and deployment for multi-modal data stream classification

Publisher

Vienna: Springer Vienna

Journal title

Computing, 2023-10, Vol.105 (10), p.2195-2229

Language

English

Formats

Publication information

Publisher

Vienna: Springer Vienna

More information

Scope and Contents

Contents

In the high-performance computing (HPC) domain, federated learning has gained immense popularity. Especially in emotional and physical health analytics and experimental facilities. Federated learning is one of the most promising distributed machine learning frameworks because it supports data privacy and security by not sharing the clients’ data bu...

Alternative Titles

Full title

A Docker-based federated learning framework design and deployment for multi-modal data stream classification

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2858499862

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2858499862

Other Identifiers

ISSN

0010-485X

E-ISSN

1436-5057

DOI

10.1007/s00607-023-01179-5

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