Zacharaya Shabka

According to our database, Zacharaya Shabka authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Network-aware compute and memory allocation in optically composable data centers with deep reinforcement learning and graph neural networks.

Zacharaya Shabka, Georgios Zervas

JOCN, 2023

Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks.

Christopher W. F. Parsonson, Zacharaya Shabka, Alessandro Ottino, Georgios Zervas

CoRR, 2023

2022

Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks.

Josh W. Nevin, Sam Nallaperuma, Nikita A. Shevchenko, Zacharaya Shabka, Georgios Zervas, Seb J. Savory

JOCN, 2022

Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks.

Zacharaya Shabka, Georgios Zervas

CoRR, 2022

One-shot, Offline and Production-Scalable PID Optimisation with Deep Reinforcement Learning.

Zacharaya Shabka, Michael Enrico, Nick Parsons, Georgios Zervas

CoRR, 2022

2021

Nara: Learning Network-Aware Resource Allocation Algorithms for Cloud Data Centres.

Zacharaya Shabka, Georgios Zervas

CoRR, 2021

2020

Optimal Control of SOAs with Artificial Intelligence for Sub-Nanosecond Optical Switching.

Christopher W. F. Parsonson, Zacharaya Shabka, W. Konrad Chlupka, Bawang Goh, Georgios Zervas

CoRR, 2020

SWIFT: Scalable Ultra-Wideband Sub-Nanosecond Wavelength Switching for Data Centre Networks.

Thomas Gerard, Christopher Parsonson, Zacharaya Shabka, Polina Bayvel, Domaniç Lavery, Georgios Zervas

CoRR, 2020