Leveraging Deep Learning To Achieve Efficient Resource Allocation With Traffic Evaluation In Datacenter Optical Networks

Ao Yu,Hui Yang,Wei Bai,Linkuan He,Hongyun Xiao,Jie Zhang

2018 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC)（2018）

Cited 12|Views5

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Abstract

This paper first presents a deep learning-based resource allocation strategy supported by global evaluate factor in intra-datacenter optical networks. Numerical results show the proposed strategy improves traffic prediction accuracy and has superior performance.

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Key words

efficient resource allocation,traffic evaluation,intra-datacenter optical networks,traffic prediction accuracy,deep learning-based resource allocation strategy

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