Zacharaya Shabka

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Linear Quadratic

Brownian Motion

Reinforcement Learning

Top Venues

Publications

Christopher W. F. Parsonson, Zacharaya Shabka, Alessandro Ottino, Georgios Zervas
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks. CoRR (2023)
Josh W. Nevin, Sam Nallaperuma, Nikita A. Shevchenko, Zacharaya Shabka, Georgios Zervas, Seb J. Savory
Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks. JOCN 14 (9) (2022)
Zacharaya Shabka, Michael Enrico, Nick Parsons, Georgios Zervas
One-shot, Offline and Production-Scalable PID Optimisation with Deep Reinforcement Learning. CoRR (2022)
Zacharaya Shabka, Georgios Zervas
Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks. CoRR (2022)
Zacharaya Shabka, Georgios Zervas
Network-aware compute and memory allocation in optically composable data centers with deep reinforcement learning and graph neural networks. JOCN 15 (2) (2022)
Zacharaya Shabka, Georgios Zervas
Nara: Learning Network-Aware Resource Allocation Algorithms for Cloud Data Centres. CoRR (2021)
Thomas Gerard, Christopher Parsonson, Zacharaya Shabka, Polina Bayvel, Domaniç Lavery, Georgios Zervas
SWIFT: Scalable Ultra-Wideband Sub-Nanosecond Wavelength Switching for Data Centre Networks. CoRR (2020)
Christopher W. F. Parsonson, Zacharaya Shabka, W. Konrad Chlupka, Bawang Goh, Georgios Zervas
Optimal Control of SOAs with Artificial Intelligence for Sub-Nanosecond Optical Switching. CoRR (2020)