Add to BibSonomyAbstract
We propose X-NEST+, a scalable and high-bandwidth optical interconnects capable of reconfiguring both intra- and inter- cluster topology based on traffic demands. The experiment results indicate up to 8%~36% reduction in completion time for HPC and ML applications compared with Helios and RotorNet.
© 2023 The Author(s)
PDF Article | Presentation VideoMore Like This
Machine-Learning-Aided Bandwidth and Topology Reconfiguration for Optical Data Center Networks
Roberto Proietti, Che-Yu Liu, Xiaoliang Chen, and S.J.Ben Yoo
W4A.4 Optical Fiber Communication Conference (OFC) 2021
Accelerating Distributed Machine Learning in Disaggregated Architectures with Flexible Optically Interconnected Computing Resources
Shijia Yan, Ziyi Zhu, Madeleine S. Glick, Zhenguo Wu, and Keren Bergman
Th1G.2 Optical Fiber Communication Conference (OFC) 2022
MAESTRO: MAke-bEfore-break StraTegy for Reconfiguration in Optical Datacenters
Sandeep Kumar Singh, Che-Yu Liu, Roberto Proietti, and S. J. Ben Yoo
W1G.2 Optical Fiber Communication Conference (OFC) 2023