Rachael Shaw

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Battery Management

Eligibility Traces

Reinforcement Learning

Virtual Machine

Top Venues

Simul. Model. Pract. Theory

ECAI Workshops (2)

Publications

Nawazish Ali, Rachael Shaw, Karl Mason
A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization. CoRR (2024)
Nawazish Ali, Abdul Wahid, Rachael Shaw, Karl Mason
A Reinforcement Learning Approach to Dairy Farm Battery Management using Q Learning. CoRR (2024)
Fintan O'Sullivan, Kirita-Rose Escott, Rachael Shaw, Andrew Lensen
Feature-based Image Matching for Identifying Individual Kākā. CoRR (2023)
Nawazish Ali, Abdul Wahid, Rachael Shaw, Karl Mason
Reinforcement Learning for Battery Management in Dairy Farming. ECAI Workshops (2) (2023)
Nawazish Ali, Abdul Wahid, Rachael Shaw, Karl Mason
Reinforcement Learning for Battery Management in Dairy Farming. CoRR (2023)
Rachael Shaw, Enda Howley, Enda Barrett
Applying Reinforcement Learning towards automating energy efficient virtual machine consolidation in cloud data centers. Inf. Syst. 107 (2022)
Rachael Shaw, Enda Howley, Enda Barrett
An intelligent ensemble learning approach for energy efficient and interference aware dynamic virtual machine consolidation. Simul. Model. Pract. Theory 102 (2020)
Martin Duggan, Rachael Shaw, Jim Duggan, Enda Howley, Enda Barrett
A multitime-steps-ahead prediction approach for scheduling live migration in cloud data centers. Softw. Pract. Exp. 49 (4) (2019)
Rachael Shaw, Enda Howley, Enda Barrett
An Energy Efficient and Interference Aware Virtual Machine Consolidation Algorithm Using Workload Classification. ICSOC (2019)
Rachael Shaw, Enda Howley, Enda Barrett
An energy efficient anti-correlated virtual machine placement algorithm using resource usage predictions. Simul. Model. Pract. Theory 93 (2019)
Rachael Shaw, Enda Howley, Enda Barrett
A Predictive Anti-Correlated Virtual Machine Placement Algorithm for Green Cloud Computing. UCC (2018)
Rachael Shaw, Enda Howley, Enda Barrett
Predicting the Available Bandwidth on Intra Cloud Network Links for Deadline Constrained Workflow Scheduling in Public Clouds. ICSOC (2017)
Rachael Shaw, Enda Howley, Enda Barrett
An advanced reinforcement learning approach for energy-aware virtual machine consolidation in cloud data centers. ICITST (2017)