Browse by UCL people
Group by: Type | Date
Number of items: 6.
Article
Gerard, T;
Parsonson, C;
Shabka, Z;
Thomsen, B;
Bayvel, P;
Lavery, D;
Zervas, G;
(2021)
AI-optimised tuneable sources for bandwidth-scalable, sub-nanosecond wavelength switching.
Optics Express
, 29
(7)
pp. 11221-11242.
10.1364/OE.417272.
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Nevin, Josh W;
Nallaperuma, Sam;
Shevchenko, Nikita A;
Shabka, Zacharaya;
Zervas, Georgios;
Savory, Seb J;
(2022)
Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks.
Journal of Optical Communications and Networking
, 14
(9)
pp. 733-748.
10.1364/JOCN.460629.
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Parsonson, CWF;
Shabka, Z;
Chlupka, WK;
Goh, B;
Zervas, G;
(2020)
Optimal Control of SOAs With Artificial Intelligence for Sub-Nanosecond Optical Switching.
Journal of Lightwave Technology
, 38
(20)
pp. 5563-5573.
10.1109/JLT.2020.3004645.
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Shabka, Zacharaya;
Enrico, Michael;
Almeida, Paulo;
Parsons, Nick;
Zervas, Georgios;
(2024)
Production-Scalable Control Optimisation for Optical Switching With Deep Reinforcement Learning.
Journal of Lightwave Technology
, 42
(6)
pp. 2018-2025.
10.1109/JLT.2023.3328330.
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Shabka, Zacharaya;
Zervas, Georgios;
(2023)
Network-aware compute and memory allocation in optically composable data centers with deep reinforcement learning and graph neural networks.
Journal of Optical Communications and Networking
, 15
(2)
p. 133.
10.1364/jocn.478944.
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Thesis
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Shabka, Zacharaya;
(2023)
Optimisation for Optical Data Centre Switching and Networking with Artificial Intelligence.
Doctoral thesis (Ph.D), UCL (University College London).
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