Christopher W. F. Parsonson

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Graph Partitioning

Reinforcement Learning

Tree Search Algorithm

Top Venues

Opt. Switch. Netw.

Publications

Christopher W. F. Parsonson, Alexandre Laterre, Thomas D. Barrett
Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories. AAAI (2023)
Christopher W. F. Parsonson, Joshua L. Benjamin, Georgios Zervas
A Vectorised Packing Algorithm for Efficient Generation of Custom Traffic Matrices. CoRR (2023)
Christopher W. F. Parsonson, Zacharaya Shabka, Alessandro Ottino, Georgios Zervas
Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks. CoRR (2023)
Thomas D. Barrett, Christopher W. F. Parsonson, Alexandre Laterre
Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration. CoRR (2022)
Christopher W. F. Parsonson, Alexandre Laterre, Thomas D. Barrett
Reinforcement Learning for Branch-and-Bound Optimisation using Retrospective Trajectories. CoRR (2022)
Christopher W. F. Parsonson, Joshua L. Benjamin, Georgios Zervas
Traffic generation for benchmarking data centre networks. Opt. Switch. Netw. 46 (2022)
Joshua L. Benjamin, Alessandro Ottino, Christopher W. F. Parsonson, Georgios Zervas
Traffic Tolerance of Nanosecond Scheduling on Optical Circuit Switched Data Center Network. OFC (2022)
Christopher W. F. Parsonson, Georgios Zervas
TrafPy: Benchmarking Data Centre Network Systems. CoRR (2021)
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)