DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks X Chen, B Li, R Proietti, H Lu, Z Zhu, SJB Yoo Journal of Lightwave Technology 37 (16), 4155-4163, 2019 | 214 | 2019 |
Deep-RMSA: A deep-reinforcement-learning routing, modulation and spectrum assignment agent for elastic optical networks X Chen, J Guo, Z Zhu, R Proietti, A Castro, SJB Yoo Optical Fiber Communication Conference, W4F. 2, 2018 | 130 | 2018 |
Demonstration of cooperative resource allocation in an OpenFlow-controlled multidomain and multinational SD-EON testbed Z Zhu, C Chen, X Chen, S Ma, L Liu, X Feng, SJB Yoo Journal of Lightwave Technology 33 (8), 1508-1514, 2015 | 127 | 2015 |
Self-Taught Anomaly Detection With Hybrid Unsupervised/Supervised Machine Learning in Optical Networks X Chen, B Li, R Proietti, Z Zhu, SJB Yoo Journal of Lightwave Technology 37 (7), 1742-1749, 2019 | 107 | 2019 |
On Spectrum Efficient Failure-Independent Path Protection p-Cycle Design in Elastic Optical Networks X Chen, S Zhu, L Jiang, Z Zhu Journal of Lightwave technology 33 (17), 3719-3729, 2015 | 91 | 2015 |
Flexible availability-aware differentiated protection in software-defined elastic optical networks X Chen, M Tornatore, S Zhu, F Ji, W Zhou, C Chen, D Hu, L Jiang, Z Zhu Journal of Lightwave Technology 33 (18), 3872-3882, 2015 | 87 | 2015 |
Dynamic p-cycle protection in spectrum-sliced elastic optical networks F Ji, X Chen, W Lu, JJPC Rodrigues, Z Zhu Journal of Lightwave Technology 32 (6), 1190-1199, 2014 | 86 | 2014 |
Design QoS-aware multi-path provisioning strategies for efficient cloud-assisted SVC video streaming to heterogeneous clients Z Zhu, S Li, X Chen IEEE transactions on multimedia 15 (4), 758-768, 2013 | 84 | 2013 |
Experimental demonstration of machine-learning-aided QoT estimation in multi-domain elastic optical networks with alien wavelengths R Proietti, X Chen, K Zhang, G Liu, M Shamsabardeh, A Castro, L Velasco, ... Journal of Optical Communications and Networking 11 (1), A1-A10, 2019 | 77 | 2019 |
OpenFlow-assisted online defragmentation in single-/multi-domain software-defined elastic optical networks Z Zhu, X Chen, C Chen, S Ma, M Zhang, L Liu, SJB Yoo Journal of Optical Communications and Networking 7 (1), A7-A15, 2015 | 77 | 2015 |
Service availability oriented p-cycle protection design in elastic optical networks X Chen, F Ji, Z Zhu Journal of Optical Communications and Networking 6 (10), 901-910, 2014 | 66 | 2014 |
Demonstration of OpenFlow-controlled network orchestration for adaptive SVC video manycast N Xue, X Chen, L Gong, S Li, D Hu, Z Zhu IEEE Transactions on Multimedia 17 (9), 1617-1629, 2015 | 61 | 2015 |
Demonstrations of efficient online spectrum defragmentation in software-defined elastic optical networks C Chen, X Chen, M Zhang, S Ma, Y Shao, S Li, MS Suleiman, Z Zhu Journal of Lightwave Technology 32 (24), 4701-4711, 2014 | 61 | 2014 |
Energy-efficient translucent optical transport networks with mixed regenerator placement Z Zhu, X Chen, F Ji, L Zhang, F Farahmand, JP Jue Journal of Lightwave Technology 30 (19), 3147-3156, 2012 | 61 | 2012 |
Knowledge-based autonomous service provisioning in multi-domain elastic optical networks X Chen, R Proietti, H Lu, A Castro, SJB Yoo IEEE Communications Magazine 56 (8), 152-158, 2018 | 56 | 2018 |
On incentive-driven VNF service chaining in inter-datacenter elastic optical networks: A hierarchical game-theoretic mechanism X Chen, Z Zhu, R Proietti, SJB Yoo IEEE Transactions on Network and Service Management 16 (1), 1-12, 2018 | 37 | 2018 |
Leveraging master-slave OpenFlow controller arrangement to improve control plane resiliency in SD-EONs X Chen, B Zhao, S Ma, C Chen, D Hu, W Zhou, Z Zhu Optics Express 23 (6), 7550-7558, 2015 | 36 | 2015 |
Leveraging mixed-strategy gaming to realize incentive-driven VNF service chain provisioning in broker-based elastic optical inter-datacenter networks X Chen, Z Zhu, J Guo, S Kang, R Proietti, A Castro, SJB Yoo Journal of Optical Communications and Networking 10 (2), A232-A240, 2018 | 34 | 2018 |
Experimental demonstration of cognitive provisioning and alien wavelength monitoring in multi-domain EON R Proietti, X Chen, A Castro, G Liu, H Lu, K Zhang, J Guo, Z Zhu, ... Optical Fiber Communication Conference, W4F. 7, 2018 | 32 | 2018 |
Building Autonomic Elastic Optical Networks with Deep Reinforcement Learning X Chen, R Proietti, SJB Yoo IEEE Communications Magazine 57 (10), 20-26, 2019 | 30 | 2019 |