Reinforcement learning for branch-and-bound optimisation using retrospective trajectories CWF Parsonson, A Laterre, TD Barrett Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4061-4069, 2023 | 24 | 2023 |
AI-optimised tuneable sources for bandwidth-scalable, sub-nanosecond wavelength switching T Gerard, C Parsonson, Z Shabka, B Thomsen, P Bayvel, D Lavery, ... Optics Express 29 (7), 11221-11242, 2021 | 20 | 2021 |
Optimal control of SOAs with artificial intelligence for sub-nanosecond optical switching CWF Parsonson, Z Shabka, WK Chlupka, G Zervas Journal of Lightwave Technology 38 (20), 5563-5573, 2020 | 20 | 2020 |
Traffic generation for benchmarking data centre networks CWF Parsonson, JL Benjamin, G Zervas Optical Switching and Networking 46, 100695, 2022 | 19* | 2022 |
Learning to solve combinatorial graph partitioning problems via efficient exploration TD Barrett, CWF Parsonson, A Laterre arXiv preprint arXiv:2205.14105, 2022 | 11 | 2022 |
SWIFT: scalable ultra-wideband sub-nanosecond wavelength switching for data centre networks T Gerard, C Parsonson, Z Shabka, P Bayvel, D Lavery, G Zervas arXiv preprint arXiv:2003.05489, 2020 | 10 | 2020 |
Traffic tolerance of nanosecond scheduling on optical circuit switched data center network JL Benjamin, A Ottino, CWF Parsonson, G Zervas Optical Fiber Communication Conference, Th2A. 17, 2022 | 6 | 2022 |
A hybrid beam steering free-space and fiber based optical data center network Y Liu, JL Benjamin, CWF Parsonson, G Zervas Journal of Lightwave Technology 41 (15), 4882-4894, 2023 | 5 | 2023 |
Benchmarking packet-granular OCS network scheduling for data center traffic traces JL Benjamin, CWF Parsonson, G Zervas Photonic Networks and Devices, NeW3B. 3, 2021 | 4 | 2021 |
Optimal and low complexity control of soa-based optical switching with particle swarm optimisation H Alkharsan, CWF Parsonson, Z Shabka, X Mu, A Ottino, G Zervas European Conference and Exhibition on Optical Communication, Tu3C. 5, 2022 | 2 | 2022 |
Computer Network Optimisation with Artificial Intelligence and Optics CWF Parsonson UCL (University College London), 2023 | | 2023 |
A Vectorised Packing Algorithm for Efficient Generation of Custom Traffic Matrices CWF Parsonson, JL Benjamin, G Zervas 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | | 2023 |
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks CWF Parsonson, Z Shabka, A Ottino, G Zervas arXiv preprint arXiv:2301.13799, 2023 | | 2023 |
Optical Networks S Yousefi, H Chouman, P Djukic, F Golaghazadeh, C Tremblay, ... | | |