Enda Barrett

Applying reinforcement learning towards automating resource allocation and application scalability in the cloud

Enda Barrett, Enda Howley, Jim Duggan · Concurrency and Computation Practice and Experience · 2012 · 213 citations

Artificial Intelligence, Engineering, Dynamic Resource Allocation +23

Deep reinforcement learning for home energy management system control

Paulo Lissa, Conor Deane, Michael Schukat et al. · Energy and AI · 2020 · 204 citations · Full text

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

Rachael Shaw, Enda Howley, Enda Barrett · Information Systems · 2021 · 106 citations

Data Center Management, Engineering, Energy Efficiency +11

Predicting host CPU utilization in the cloud using evolutionary neural networks

Karl Mason, Martin Duggan, Enda Barrett et al. · Future Generation Computer Systems · 2018 · 105 citations

Cluster Computing, Evolving Neural Network, Engineering +11

CPU workload forecasting of machines in data centers using LSTM recurrent neural networks and ARIMA models

Janardhanan Deepak, Enda Barrett · 2017 · 88 citations

Forecasting Methodology, Engineering, Big Data Analytics +23