Objective-Driven Differentiable Optimization of Traffic Prediction and Resource Allocation for Split AI Inference Edge Networks

Lyu, X; Li, Y; He, Y; Ren, C; Ni, W; Liu, RP; Zhu, P; Cui, Q

Objective-Driven Differentiable Optimization of Traffic Prediction and Resource Allocation for Split AI Inference Edge Networks

Lyu, X Li, Y He, Y

Ren, C Ni, W Liu, RP Zhu, P Cui, Q

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Publisher:: Institute of Electrical and Electronics Engineers (IEEE)
Publication Type:: Journal Article
Citation:: IEEE Transactions on Machine Learning in Communications and Networking, 2024, 2, pp. 1178-1192
Issue Date:: 2024-01-01

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Field	Value	Language
dc.contributor.author	Lyu, X
dc.contributor.author	Li, Y
dc.contributor.author	He, Y https://orcid.org/0000-0003-1603-9375
dc.contributor.author	Ren, C
dc.contributor.author	Ni, W
dc.contributor.author	Liu, RP
dc.contributor.author	Zhu, P
dc.contributor.author	Cui, Q
dc.date.accessioned	2025-01-28T08:42:11Z
dc.date.available	2025-01-28T08:42:11Z
dc.date.issued	2024-01-01
dc.identifier.citation	IEEE Transactions on Machine Learning in Communications and Networking, 2024, 2, pp. 1178-1192
dc.identifier.issn	2831-316X
dc.identifier.issn	2831-316X
dc.identifier.uri	http://hdl.handle.net/10453/184463
dc.language	en
dc.publisher	Institute of Electrical and Electronics Engineers (IEEE)
dc.relation.ispartof	IEEE Transactions on Machine Learning in Communications and Networking
dc.relation.isbasedon	10.1109/tmlcn.2024.3449831
dc.rights	info:eu-repo/semantics/openAccess
dc.title	Objective-Driven Differentiable Optimization of Traffic Prediction and Resource Allocation for Split AI Inference Edge Networks
dc.type	Journal Article
utslib.citation.volume	2
pubs.organisational-group	University of Technology Sydney
pubs.organisational-group	University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	University of Technology Sydney/Faculty of Engineering and Information Technology/School of Electrical and Data Engineering
pubs.organisational-group	University of Technology Sydney/UTS Groups
pubs.organisational-group	University of Technology Sydney/UTS Groups/Global Big Data Technologies Centre (GBDTC)
pubs.organisational-group	University of Technology Sydney/UTS Groups/Global Big Data Technologies Centre (GBDTC)/Global Big Data Technologies Centre (GBDTC) Associate Members
utslib.copyright.status	open_access	*
dc.rights.license	This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). To view a copy of this license, visit https://creativecommons.org/licenses/by/4.0/
dc.date.updated	2025-01-28T08:42:09Z
pubs.publication-status	Published
pubs.volume	2

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