Delivering Distributed Machine Learning Services in All-Optical Datacenter Networks with Torus Topology
Published in Asia Communications and Photonics Conference 2021, 2021
Recommended citation: J. Lin et al., “Delivering Distributed Machine Learning Services in All-Optical Datacenter Networks with Torus Topology,” in Proc. Asia Communications and Photonics Conference (ACP), 2021, pp. 1-3. https://opg.optica.org/abstract.cfm?uri=ACPC-2021-W3C.5
Authors: J. Lin, G. Shen, Z. Zhai, D. Zheng, Y. Li, Z. Chang, L. Zong, N. Deng, T. Chang
Abstract: 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.