14 papers
Denial of Wallet -- Defining a Looming Threat to Serverless Computing
Daniel Kelly, Frank G. Glavin, Enda Barrett
Serverless computing is the latest paradigm in cloud computing, offering a framework for the development of event driven, pay-as-you-go functions in a highly scalable environment.…
Serverless Computing: Behind the Scenes of Major Platforms
Daniel Kelly, Frank G Glavin, Enda Barrett
Serverless computing offers an event driven pay-as-you-go framework for application development. A key selling point is the concept of no back-end server management, allowing devel…
A Multi-class Approach -- Building a Visual Classifier based on Textual Descriptions using Zero-Shot Learning
Preeti Jagdish Sajjan, Frank G. Glavin
Machine Learning (ML) techniques for image classification routinely require many labelled images for training the model and while testing, we ought to use images belonging to the s…
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis
James Houston, Frank G. Glavin, Michael G. Madden
This paper presents a new approach to classification of high dimensional spectroscopy data and demonstrates that it outperforms other current state-of-the art approaches. The speci…
A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support
David L. Smyth, Sai Abinesh, Nazli B. Karimi +4
Autonomous robotics and artificial intelligence techniques can be used to support human personnel in the event of critical incidents. These incidents can pose great danger to human…
Using a Game Engine to Simulate Critical Incidents and Data Collection by Autonomous Drones
David L. Smyth, Frank G. Glavin, Michael G. Madden
Using a game engine, we have developed a virtual environment which models important aspects of critical incident scenarios. We focused on modelling phenomena relating to the identi…