Rachael Shaw

Orcid: 0000-0002-2826-0088

According to our database1, Rachael Shaw authored at least 11 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization.
CoRR, 2024

A Reinforcement Learning Approach to Dairy Farm Battery Management using Q Learning.
CoRR, 2024

2023
Reinforcement Learning for Battery Management in Dairy Farming.
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.
Inf. Syst., 2022

2020
An intelligent ensemble learning approach for energy efficient and interference aware dynamic virtual machine consolidation.
Simul. Model. Pract. Theory, 2020

2019
A multitime-steps-ahead prediction approach for scheduling live migration in cloud data centers.
Softw. Pract. Exp., 2019

An energy efficient anti-correlated virtual machine placement algorithm using resource usage predictions.
Simul. Model. Pract. Theory, 2019

An Energy Efficient and Interference Aware Virtual Machine Consolidation Algorithm Using Workload Classification.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

2018
A Predictive Anti-Correlated Virtual Machine Placement Algorithm for Green Cloud Computing.
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.
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.
Proceedings of the 12th International Conference for Internet Technology and Secured Transactions, 2017


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