Rachael Shaw

According to our database, Rachael Shaw authored at least 11 papers between 2017 and 2024.

Collaborative distances:

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

2024

A Reinforcement Learning Approach to Dairy Farm Battery Management using Q Learning.

Nawazish Ali, Abdul Wahid, Rachael Shaw, Karl Mason

CoRR, 2024

A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization.

Nawazish Ali, Rachael Shaw, Karl Mason

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection, 2024

2023

Reinforcement Learning for Battery Management in Dairy Farming.

Nawazish Ali, Abdul Wahid, Rachael Shaw, Karl Mason

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

2022

Applying Reinforcement Learning towards automating energy efficient virtual machine consolidation in cloud data centers.

Rachael Shaw, Enda Howley, Enda Barrett

Inf. Syst., 2022

2020

An intelligent ensemble learning approach for energy efficient and interference aware dynamic virtual machine consolidation.

Rachael Shaw, Enda Howley, Enda Barrett

Simul. Model. Pract. Theory, 2020

2019

A multitime-steps-ahead prediction approach for scheduling live migration in cloud data centers.

Martin Duggan, Rachael Shaw, Jim Duggan, Enda Howley, Enda Barrett

Softw. Pract. Exp., 2019

An energy efficient anti-correlated virtual machine placement algorithm using resource usage predictions.

Rachael Shaw, Enda Howley, Enda Barrett

Simul. Model. Pract. Theory, 2019

An Energy Efficient and Interference Aware Virtual Machine Consolidation Algorithm Using Workload Classification.

Rachael Shaw, Enda Howley, Enda Barrett

Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

2018

A Predictive Anti-Correlated Virtual Machine Placement Algorithm for Green Cloud Computing.

Rachael Shaw, Enda Howley, Enda Barrett

Proceedings of the 11th IEEE/ACM International Conference on Utility and Cloud Computing, 2018

2017

Predicting the Available Bandwidth on Intra Cloud Network Links for Deadline Constrained Workflow Scheduling in Public Clouds.

Rachael Shaw, Enda Howley, Enda Barrett

Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

An advanced reinforcement learning approach for energy-aware virtual machine consolidation in cloud data centers.

Rachael Shaw, Enda Howley, Enda Barrett

Proceedings of the 12th International Conference for Internet Technology and Secured Transactions, 2017