Delivering Distributed Machine Learning Services in All-Optical Datacenter Networks with Torus Topology

Jiemin Lin,Gangxiang Shen,Zhenwei Zhai,Danyang Zheng,Yongcheng Li, Zeshan Chang,Liangjia Zong,Ning Deng,Tianhai Chang

Asia Communications and Photonics Conference 2021（2021）

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摘要

We propose a wavelength selective switch (WSS) based all-optical data center network (DCN) in Torus topology. A heuristic algorithm is proposed to deliver distributed machine learning (DML) services. Simulation results show that the proposed approaches achieve short service execution time and low lightpath signal loss.

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关键词

Torus topology,heuristic algorithm,short service execution time,distributed machine learning services,all-optical datacenter networks,wavelength selective switch

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