Steven Davy

68 papers A 3B 11C 1Misc 1Journal 30Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
BiSegUNet: An Efficient Binary Convolution Network With Multi-Scale Feature Refinement for Semantic Segmentation.
IEEE Access
Hassan Khan, Sunbal Iftikhar, Steven Davy, John G. Breslin
2026 J jnl
CLIP-Guided Multi-Task Regression for Multi-View Plant Phenotyping.
CoRR
Simon Warmers, Muhammad Zawish, Fayaz Ali Dharejo, Steven Davy, Radu Timofte
2026 J jnl
Toward secure complex UAV cyber-physical systems: A unified threat taxonomy and cross-layer survey of cybersecurity challenges.
Internet Things
Muhammad Iftikhar Umrani, Bernard Butler, Aisling O' Driscoll, Steven Davy
2025 J jnl
Application Adaptive Light-Weight Deep Learning (AppAdapt-LWDL) Framework for Enabling Edge Intelligence in Dairy Processing.
IEEE Trans. Mob. Comput.
Rahul Umesh Mhapsekar, Lizy Abraham, Steven Davy, Indrakshi Dey
2025 J jnl
BiAgriNet: Binarized Knowledge-Distilled Network for Real-Time Semantic Segmentation in Agriculture.
IEEE Access
Hassan Khan, Sunbal Iftikhar, Rory Ward, Steven Davy, John G. Breslin
2025 J jnl
Enhancing Sustainability in LLM Training: Leveraging Federated Learning and Parameter-Efficient Fine-Tuning.
IEEE Trans. Sustain. Comput.
Sunbal Iftikhar, Saeed Hamood Alsamhi, Steven Davy
2025 A conf
N for Parameter: Efficient Multi-Scale Neural Audio Super Resolution with GAN.
ECAI
Mark Magumba, Steven Davy, Owais Bin Zuber
2025 C conf
NeuCODEX: Edge-Cloud Co-Inference with Spike-Driven Compression and Dynamic Early-Exit.
ICMLA
Maruf Hassan, Steven Davy, Muhammad Zawish, Owais Bin Zuber, Nouman Ashraf
2025 J jnl
NeuCODEX: Edge-Cloud Co-Inference with Spike-Driven Compression and Dynamic Early-Exit.
CoRR
Maurf Hassan, Steven Davy, Muhammad Zawish, Owais Bin Zuber, Nouman Ashraf
2025 A conf
SustainFed-LLM: Renewable Energy Aware Client Selection for Energy Efficient Federated Training of Large Language Models.
ECAI
Sunbal Iftikhar, Hassan Khan, Steven Davy
2025 — conf
Sustainable AI: Sparse Backpropagation for Low-Carbon On-Device Training.
ICT4S
Sunbal Iftikhar, Hassan Khan, John G. Breslin, Steven Davy
2025 J jnl
WaveHiT-SR: Hierarchical Wavelet Network for Efficient Image Super-Resolution.
CoRR
Fayaz Ali, Muhammad Zawish, Steven Davy, Radu Timofte
2024 J jnl
AI and 6G Into the Metaverse: Fundamentals, Challenges and Future Research Trends.
IEEE Open J. Commun. Soc.
Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Saleem Raza, Steven Davy, Kapal Dev, Paolo Bellavista
2024 J jnl
An Edge-Centric Industrial IoT Solution for Smart Dairy Processing.
IEEE Internet Things Mag.
Rahul Umesh Mhapsekar, Norah O'Shea, Steven Davy, Deirdre Kilbane, Lizy Abraham
2024 J jnl
Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge.
IEEE Trans. Artif. Intell.
Muhammad Zawish, Steven Davy, Lizy Abraham
2024 — conf
Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge.
CVPR Workshops
Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham
2024 J jnl
Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge.
CoRR
Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham
2024 J jnl
Hybrid Blended Deep Learning Approach for Milk Quality Analysis.
IEEE Trans. Emerg. Top. Comput. Intell.
Rahul Umesh Mhapsekar, Norah O'Shea, Steven Davy, Lizy Abraham
2024 J jnl
SpikeBottleNet: Energy Efficient Spike Neural Network Partitioning for Feature Compression in Device-Edge Co-Inference Systems.
CoRR
Maruf Hassan, Steven Davy
2024 A conf
Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts.
ECAI
Steven Davy, Danyal Aftab
2024 J jnl
Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts.
CoRR
Danyal Aftab, Steven Davy
2023 Misc conf
A Causal Convolutional Approach for Packet Loss Concealment in Low Powered Devices.
ICASSP
Steven Davy, Niamh Belton, Joshua Tobin, Owais Bin Zuber, Liu Dong, Yuan Xuewen
2023 J jnl
Energy-Aware AI-Driven Framework for Edge-Computing-Based IoT Applications.
IEEE Internet Things J.
Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy
2022 J jnl
AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends.
CoRR
Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Kapal Dev, Steven Davy, Nawab Muhammad Faseeh Qureshi, Paolo Bellavista
2022 J jnl
Complexity-Driven CNN Compression for Resource-constrained Edge AI.
CoRR
Muhammad Zawish, Steven Davy, Lizy Abraham
2022 — conf
Edge-AI Implementation for Milk Adulteration Detection.
GCAIoT
Rahul Umesh Mhapsekar, Lizy Abraham, Norah O'Shea, Steven Davy
2022 J jnl
FuzzyAct: A Fuzzy-Based Framework for Temporal Activity Recognition in IoT Applications Using RNN and 3D-DWT.
IEEE Trans. Fuzzy Syst.
Fayaz Ali Dharejo, Muhammad Zawish, Yuanchun Zhou, Steven Davy, Kapal Dev, Sunder Ali Khowaja, Yanjie Fu, Nawab Muhammad Faseeh Qureshi
2022 J jnl
Preliminary Classification of Selected Farmland Habitats in Ireland Using Deep Neural Networks.
Sensors
Lizy Abraham, Steven Davy, Muhammad Zawish, Rahul Umesh Mhapsekar, John A. Finn, Patrick Moran
2022 J jnl
Toward On-Device AI and Blockchain for 6G-Enabled Agricultural Supply Chain Management.
IEEE Internet Things Mag.
Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy, Hassaan Khaliq Qureshi, Nauman Aslam, Syed Ali Hassan
2022 J jnl
Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Management.
CoRR
Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy, Hassaan Khaliq Qureshi, Nauman Aslam, Syed Ali Hassan
2022 B conf
Towards Resource-aware DNN Partitioning for Edge Devices with Heterogeneous Resources.
GLOBECOM
Muhammad Zawish, Lizy Abraham, Kapal Dev, Steven Davy
2018 B conf
Domain Federation via MPLS and SDN for Dynamic, Real-time End-to-end QoS Support.
NetSoft
Sidhant Hasija, Rashid Mijumbi, Steven Davy, Alan Davy, Brendan Jennings, Keith Griffin
2017 J jnl
Topology-Aware Prediction of Virtual Network Function Resource Requirements.
IEEE Trans. Netw. Serv. Manag.
Rashid Mijumbi, Sidhant Hasija, Steven Davy, Alan Davy, Brendan Jennings, Raouf Boutaba
2016 B conf
A connectionist approach to dynamic resource management for virtualised network functions.
CNSM
Rashid Mijumbi, Sidhant Hasija, Steven Davy, Alan Davy, Brendan Jennings, Raouf Boutaba
2016 — conf
On Load Management in Service Oriented Networks (Short Paper).
CloudNet
Ehsan Elahi, Jason Barron, Micheal Crotty, Miguel Ponce de Leon, Rashid Mijumbi, Steven Davy, Dimitri Staessens, Sander Vrijders
2015 — conf
Collaborative Framework for Monitoring Reliability of Distributed Components of Composed Services.
EUMAS/AT
Hisain Elshaafi, Steven Davy, Dmitri Botvich
2015 B conf
Design and evaluation of algorithms for mapping and scheduling of virtual network functions.
NetSoft
Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Niels Bouten, Filip De Turck, Steven Davy
2015 B conf
Server placement and assignment in virtualized radio access networks.
CNSM
Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Javier Rubio-Loyola, Steven Davy
2014 J jnl
Challenges to support edge-as-a-service.
IEEE Commun. Mag.
Steven Davy, Jeroen Famaey, Joan Serrat, Juan-Luis Gorricho, Avi Miron, Manos Dramitinos, Pedro Miguel Neves, Steven Latré, Ezer Goshen
2013 B conf
A language driven approach to multi-system access control.
IM
Steven Davy, Jason Barron, Lei Shi, Bernard Butler, Brendan Jennings, Keith Griffin, Kevin Collins
2013 B conf
Semantic web technologies to aid dominance detection for access control policies.
IM
Jason Barron, Steven Davy
2012 J jnl
A Business-Oriented Management Framework for Mobile Communication Systems.
Mob. Networks Appl.
Hiram Galeana-Zapién, Javier Rubio-Loyola, Pablo Salazar-Linares, Ramón Agüero, Joan Serrat, Steven Davy
2011 J jnl
A service-centric orchestration protocol for self-organizing autonomic management systems.
IEEE Netw.
Javier Rubio-Loyola, Carlos Mérida-Campos, Joan Serrat, Daniel Fernandes Macedo, Steven Davy, Zeinab Movahedi, Guy Pujolle
2011 — conf
Conflict analysis during authoring of management policies for federations.
Integrated Network Management
Jason Barron, Steven Davy, Brendan Jennings
2011 B conf
Policy-assisted planning and deployment of virtual networks.
CNSM
Steven Davy, Joan Serrat, Antonio Astorga, Brendan Jennings, Javier Rubio-Loyola
2011 — conf
Review and Designs of Federated Management in Future Internet Architectures.
Future Internet Assembly
Martin Serrano, Steven Davy, Martin Johnsson, Willie Donnelly, Alex Galis
2011 — conf
Towards In-Network Clouds in Future Internet.
Future Internet Assembly
Alex Galis, Stuart Clayman, Laurent Lefèvre, Andreas Fischer, Hermann de Meer, Javier Rubio-Loyola, Joan Serrat, Steven Davy
2010 — conf
A Policy Authoring Process and DEN-ng Model Extension for Federation Governance.
MACE
Jason Barron, Steven Davy, Brendan Jennings, John Strassner
2010 — conf
Future Internet Management Platforms for Network Virtualisation and Service Clouds.
ServiceWave
Alex Galis, Stuart Clayman, Andreas Fischer, Alexandru Paler, Yahya Al-Hazmi, Hermann de Meer, Abderhaman Cheniour, Olivier Mornard, Jean-Patrick Gelas, Laurent Lefèvre, Javier Rubio-Loyola, Antonio Astorga, Joan Serrat, Steven Davy
2010 B conf
Intrinsic monitoring within an IPv6 network: mapping node information to network paths.
CNSM
Lei Shi, Alan Davy, David Muldowney, Steven Davy, Edzard Höfig, Xiaoming Fu
2010 — conf
Manageability of Future Internet Virtual Networks from a Practical Viewpoint.
Future Internet Assembly
Javier Rubio-Loyola, Antonio Astorga, Joan Serrat, Laurent Lefèvre, Abderhaman Cheniour, David Muldowney, Steven Davy, Alex Galis, Lefteris Mamatas, Stuart Clayman, Daniel F. Macedo, Zeinab Movahedi, Guy Pujolle, Andreas Fischer, Hermann de Meer
2010 B conf
On Minimizing Network Wide Node Update Time.
GLOBECOM
Lei Shi, Jing Fu, Steven Davy
2009 — conf
A model based approach to autonomic management of virtual networks.
Integrated Network Management
Steven Davy, Claire Fahy, Zohra Boudjemil, Leigh Griffin, John Strassner
2009 — conf
Management Architecture and Systems for Future Internet Networks.
Future Internet Assembly
Alex Galis, Spyros G. Denazis, Alessandro Bassi, Pierpaolo Giacomin, Andreas Berl, Andreas Fischer, Hermann de Meer, J. Srassner, Steven Davy, Daniel F. Macedo, Guy Pujolle, Javier Rubio-Loyola, Joan Serrat, Laurent Lefèvre, Abderhaman Cheniour
2009 — conf
On harnessing information models and ontologies for policy conflict analysis.
Integrated Network Management
Steven Davy, Brendan Jennings, John Strassner
2009 J jnl
Policy-constrained bio-inspired processes for autonomic route management.
Comput. Networks
Sasitharan Balasubramaniam, Dmitri Botvich, Brendan Jennings, Steven Davy, William Donnelly, John Strassner
2009 J jnl
The Design of a New Policy Model to Support Ontology-Driven Reasoning for Autonomic Networking.
J. Netw. Syst. Manag.
John Strassner, José Neuman de Souza, Sven van der Meer, Steven Davy, Keara Barrett, David Raymer, Srini Samudrala
2009 J jnl
The design of a novel context-aware policy model to support machine-based learning and reasoning.
Clust. Comput.
John Strassner, José Neuman de Souza, David Raymer, Srini Samudrala, Steven Davy, Keara Barrett
2008 B conf
Application domain independent policy conflict analysis using information models.
NOMS
Steven Davy, Brendan Jennings, John Strassner
2008 — conf
Self-organising Management Overlays for Future Internet Services.
MACE
Lawrence Cheng, Alex Galis, Bertrand Mathieu, Kerry Jean, Roel Ocampo, Lefteris Mamatas, Javier Rubio-Loyola, Joan Serrat, Andreas Berl, Hermann de Meer, Steven Davy, Zeinab Movahedi, Laurent Lefèvre
2008 J jnl
The policy continuum-Policy authoring and conflict analysis.
Comput. Commun.
Steven Davy, Brendan Jennings, John Strassner
2008 — conf
Towards an Information Model That Supports Service-Aware, Self-managing Virtual Resources.
MACE
Claire Fahy, Steven Davy, Zohra Boudjemil, Sven van der Meer, Javier Rubio-Loyola, Joan Serrat, John Strassner, Andreas Berl, Hermann de Meer, Daniel F. Macedo
2008 — conf
Using an Information Model and Associated Ontology for Selection of Policies for Conflict Analysis.
POLICY
Steven Davy, Brendan Jennings, John Strassner
2007 — conf
Harnessing Models for Policy Conflict Analysis.
AIMS
Steven Davy, Brendan Jennings
2007 — conf
Policy Interactions and Management of Traffic Engineering Services Based on Ontologies.
LANOMS
Steven Davy, Keara Barrett, Brendan Jennings, Sven van der Meer, Martin Serrano, John Strassner
2007 — conf
The Design of a New Policy Model to Support Ontology-Driven Reasoning for Autonomic Networking.
LANOMS
John Strassner, David Raymer, Srini Samudrala, José Neuman de Souza, Steven Davy, Keara Barrett
2006 — conf
Conflict Prevention Via Model-Driven Policy Refinement.
DSOM
Steven Davy, Brendan Jennings, John Strassner
2006 — conf
Policy-based architecture to enable autonomic communications - a position paper.
CCNC
Steven Davy, Keara Barrett, Sasitharan Balasubramaniam, Sven van der Meer, Brendan Jennings, John Strassner