Reliable and efficient RAR-based distributed model training in computing power network

The computing power network (CPN) is a novel network technology that integrates computing power from the cloud, edge, and terminals using IP/optical cross-layer networks for distributed computing. CPNs can provide an effective solution for distributed model training (DMT). As a bandwidth optimizatio...

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Veröffentlicht in:	Journal of optical communications and networking Jg. 16; H. 5; S. 527 - 540
Hauptverfasser:	Chen, Ling, Li, Yajie, Natalino, Carlos, Li, Yongcheng, Zhang, Boxin, Fan, Yingbo, Wang, Wei, Zhao, Yongli, Zhang, Jie
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway Optica Publishing Group 01.05.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Blocking Cloud computing Computer networks Consumption Distributed computing Distributed processing Integer linear programming Integer programming Linear programming Network architecture Optical communication Optimization Parallel processing Performance measurement Reliability Scheduling Survivability Training
ISSN:	1943-0620, 1943-0639, 1943-0639
Online-Zugang:	Volltext
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