Works (2)
Updated: July 5th, 2023 15:22
2019 article
A machine learning approach to mitigating fragmentation and crosstalk in space division multiplexing elastic optical networks
Xiong, Y., Yang, Y., Ye, Y., & Rouskas, G. N. (2019, March 13). Optical Fiber Technology, Vol. 50, pp. 99–107.
author keywords: Space division multiplexing elastic optical networks; Spectrum fragmentation; Machine learning; Crosstalk
topics (OpenAlex): Advanced Optical Network Technologies; Optical Network Technologies; Semiconductor Lasers and Optical Devices
TL;DR:
This paper uses an Elman neural network to forecast traffic demands, and uses a two-dimensional rectangular packing model to allocate spectrum so as to decrease unnecessary spectrum fragmentation and increase resource utilization in SDM-EONs.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: June 4, 2019
2016 article
Exploiting SDN Principles for Extremely Fast Restoration in Elastic Optical Datacenter Networks
Xiong, Y., Li, Y., Dong, X., Gao, Y., & Rouskas, G. N. (2016, December 1). 2016 Ieee Global Communications Conference (Globecom).
topics (OpenAlex): Advanced Optical Network Technologies; Optical Network Technologies; Advanced Photonic Communication Systems
TL;DR:
The experimental results demonstrate that the proposed scheme can achieve fast recovery with low blocking probability while maintaining high spectrum efficiency, and compared with existing restoration schemes, average recovery time is improved by up to 28%.
(via Semantic Scholar)
Sources: NC State University Libraries, NC State University Libraries
Added: August 6, 2018