Policy-based architecture to enable autonomic communications - a position paper. - Steven Davy; Keara Barrett; Sasitharan Balasubramaniam; Sven van der Meer; Brendan Jennings; John Strassner (CCNC, 2006)

Conflict Prevention Via Model-Driven Policy Refinement. - Steven Davy; Brendan Jennings; John Strassner (DSOM, 2006)

Harnessing Models for Policy Conflict Analysis. - Steven Davy; Brendan Jennings (AIMS, 2007)

Policy Interactions and Management of Traffic Engineering Services Based on Ontologies. - Steven Davy; Keara Barrett; Brendan Jennings; Sven van der Meer; Martin Serrano; John Strassner (LANOMS, 2007)

The Design of a New Policy Model to Support Ontology-Driven Reasoning for Autonomic Networking. - John Strassner; David Raymer; Srini Samudrala; José Neuman de Souza; Steven Davy; Keara Barrett (LANOMS, 2007)

Self-organising Management Overlays for Future Internet Services. - Lawrence Cheng; Alex Galis; Bertrand Mathieu; Kerry Jean; Roel Ocampo; Lefteris Mamatas; Javier Rubio-Loyola; Joan Serrat 001; Andreas Berl; Hermann de Meer; Steven Davy; Zeinab Movahedi; et al. (MACE, 2008)

Towards an Information Model That Supports Service-Aware, Self-managing Virtual Resources. - Claire Fahy; Steven Davy; Zohra Boudjemil; Sven van der Meer; Javier Rubio-Loyola; Joan Serrat 001; John Strassner; Andreas Berl; Hermann de Meer; Daniel F. Macedo (MACE, 2008)

Application domain independent policy conflict analysis using information models. - Steven Davy; Brendan Jennings; John Strassner (NOMS, 2008)

Using an Information Model and Associated Ontology for Selection of Policies for Conflict Analysis. - Steven Davy; Brendan Jennings; John Strassner (POLICY, 2008)

The policy continuum-Policy authoring and conflict analysis. - Steven Davy; Brendan Jennings; John Strassner (Comput. Commun., 2008)

Management Architecture and Systems for Future Internet Networks. - Alex Galis; Spyros G. Denazis; Alessandro Bassi; Pierpaolo Giacomin; Andreas Berl; Andreas Fischer 001; Hermann de Meer; J. Srassner; Steven Davy; Daniel F. Macedo; Guy Pujolle; Javier Rubio-Loyola; et al. (Future Internet Assembly, 2009)

A model based approach to autonomic management of virtual networks. - Steven Davy; Claire Fahy; Zohra Boudjemil; Leigh Griffin; John Strassner (Integrated Network Management, 2009)

On harnessing information models and ontologies for policy conflict analysis. - Steven Davy; Brendan Jennings; John Strassner (Integrated Network Management, 2009)

The design of a novel context-aware policy model to support machine-based learning and reasoning. - John Strassner; José Neuman de Souza; David Raymer; Srini Samudrala; Steven Davy; Keara Barrett (Clust. Comput., 2009)

Policy-constrained bio-inspired processes for autonomic route management. - Sasitharan Balasubramaniam; Dmitri Botvich; Brendan Jennings; Steven Davy; William Donnelly; John Strassner (Comput. Networks, 2009)

The Design of a New Policy Model to Support Ontology-Driven Reasoning for Autonomic Networking. - John Strassner; José Neuman de Souza; Sven van der Meer; Steven Davy; Keara Barrett; David Raymer; Srini Samudrala (J. Netw. Syst. Manag., 2009)

Intrinsic monitoring within an IPv6 network: mapping node information to network paths. - Lei Shi 008; Alan Davy; David Muldowney; Steven Davy; Edzard Höfig; Xiaoming Fu 001 (CNSM, 2010)

Manageability of Future Internet Virtual Networks from a Practical Viewpoint. - Javier Rubio-Loyola; Antonio Astorga; Joan Serrat 001; Laurent Lefèvre; Abderhaman Cheniour; David Muldowney; Steven Davy; Alex Galis; Lefteris Mamatas; Stuart Clayman; Daniel F. Macedo; Zeinab Movahedi; et al. (Future Internet Assembly, 2010)

On Minimizing Network Wide Node Update Time. - Lei Shi 008; Jing Fu 003; Steven Davy (GLOBECOM, 2010)

A Policy Authoring Process and DEN-ng Model Extension for Federation Governance. - Jason Barron; Steven Davy; Brendan Jennings; John Strassner (MACE, 2010)

Future Internet Management Platforms for Network Virtualisation and Service Clouds. - Alex Galis; Stuart Clayman; Andreas Fischer 001; Alexandru Paler; Yahya Al-Hazmi; Hermann de Meer; Abderhaman Cheniour; Olivier Mornard; Jean-Patrick Gelas; Laurent Lefèvre; Javier Rubio-Loyola; Antonio Astorga; et al. (ServiceWave, 2010)

Policy-assisted planning and deployment of virtual networks. - Steven Davy; Joan Serrat 001; Antonio Astorga; Brendan Jennings; Javier Rubio-Loyola (CNSM, 2011)

Towards In-Network Clouds in Future Internet. - Alex Galis; Stuart Clayman; Laurent Lefèvre; Andreas Fischer 001; Hermann de Meer; Javier Rubio-Loyola; Joan Serrat 001; Steven Davy (Future Internet Assembly, 2011)

Review and Designs of Federated Management in Future Internet Architectures. - Martin Serrano; Steven Davy; Martin Johnsson; Willie Donnelly; Alex Galis (Future Internet Assembly, 2011)

Conflict analysis during authoring of management policies for federations. - Jason Barron; Steven Davy; Brendan Jennings (Integrated Network Management, 2011)

A service-centric orchestration protocol for self-organizing autonomic management systems. - Javier Rubio-Loyola; Carlos Mérida-Campos; Joan Serrat 001; Daniel Fernandes Macedo; Steven Davy; Zeinab Movahedi; Guy Pujolle (IEEE Netw., 2011)

A Business-Oriented Management Framework for Mobile Communication Systems. - Hiram Galeana-Zapién; Javier Rubio-Loyola; Pablo Salazar-Linares; Ramón Agüero; Joan Serrat 001; Steven Davy (Mob. Networks Appl., 2012)

Semantic web technologies to aid dominance detection for access control policies. - Jason Barron; Steven Davy (IM, 2013)

A language driven approach to multi-system access control. - Steven Davy; Jason Barron; Lei Shi 008; Bernard Butler; Brendan Jennings; Keith Griffin; Kevin Collins (IM, 2013)

Challenges to support edge-as-a-service. - Steven Davy; Jeroen Famaey; Joan Serrat 001; Juan-Luis Gorricho; Avi Miron; Manos Dramitinos; Pedro Miguel Neves; Steven Latré; Ezer Goshen (IEEE Commun. Mag., 2014)

Server placement and assignment in virtualized radio access networks. - Rashid Mijumbi; Joan Serrat 001; Juan-Luis Gorricho; Javier Rubio-Loyola; Steven Davy (CNSM, 2015)

Collaborative Framework for Monitoring Reliability of Distributed Components of Composed Services. - Hisain Elshaafi; Steven Davy; Dmitri Botvich (EUMAS/AT, 2015)

Design and evaluation of algorithms for mapping and scheduling of virtual network functions. - Rashid Mijumbi; Joan Serrat 001; Juan-Luis Gorricho; Niels Bouten; Filip De Turck; Steven Davy (NetSoft, 2015)

On Load Management in Service Oriented Networks (Short Paper). - Ehsan Elahi; Jason Barron; Micheal Crotty; Miguel Ponce de Leon; Rashid Mijumbi; Steven Davy; Dimitri Staessens; Sander Vrijders (CloudNet, 2016)

A connectionist approach to dynamic resource management for virtualised network functions. - Rashid Mijumbi; Sidhant Hasija; Steven Davy; Alan Davy; Brendan Jennings; Raouf Boutaba (CNSM, 2016)

Topology-Aware Prediction of Virtual Network Function Resource Requirements. - Rashid Mijumbi; Sidhant Hasija; Steven Davy; Alan Davy; Brendan Jennings; Raouf Boutaba (IEEE Trans. Netw. Serv. Manag., 2017)

Domain Federation via MPLS and SDN for Dynamic, Real-time End-to-end QoS Support. - Sidhant Hasija; Rashid Mijumbi; Steven Davy; Alan Davy; Brendan Jennings; Keith Griffin (NetSoft, 2018)

Edge-AI Implementation for Milk Adulteration Detection. - Rahul Umesh Mhapsekar; Lizy Abraham; Norah O'Shea; Steven Davy (GCAIoT, 2022)

Towards Resource-aware DNN Partitioning for Edge Devices with Heterogeneous Resources. - Muhammad Zawish; Lizy Abraham; Kapal Dev; Steven Davy (GLOBECOM, 2022)

Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Management. - Muhammad Zawish; Nouman Ashraf; Rafay Iqbal Ansari; Steven Davy; Hassaan Khaliq Qureshi; Nauman Aslam; Syed Ali Hassan 001 (CoRR, 2022)

AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends. - Muhammad Zawish; Fayaz Ali Dharejo; Sunder Ali Khowaja; Kapal Dev; Steven Davy; Nawab Muhammad Faseeh Qureshi; Paolo Bellavista (CoRR, 2022)

Complexity-Driven CNN Compression for Resource-constrained Edge AI. - Muhammad Zawish; Steven Davy; Lizy Abraham (CoRR, 2022)

Toward On-Device AI and Blockchain for 6G-Enabled Agricultural Supply Chain Management. - Muhammad Zawish; Nouman Ashraf; Rafay Iqbal Ansari; Steven Davy; Hassaan Khaliq Qureshi; Nauman Aslam; Syed Ali Hassan 001 (IEEE Internet Things Mag., 2022)

Preliminary Classification of Selected Farmland Habitats in Ireland Using Deep Neural Networks. - Lizy Abraham; Steven Davy; Muhammad Zawish; Rahul Umesh Mhapsekar; John A. Finn; Patrick Moran (Sensors, 2022)

FuzzyAct: A Fuzzy-Based Framework for Temporal Activity Recognition in IoT Applications Using RNN and 3D-DWT. - Fayaz Ali Dharejo; Muhammad Zawish; Yuanchun Zhou; Steven Davy; Kapal Dev; Sunder Ali Khowaja; Yanjie Fu; Nawab Muhammad Faseeh Qureshi (IEEE Trans. Fuzzy Syst., 2022)

A Causal Convolutional Approach for Packet Loss Concealment in Low Powered Devices. - Steven Davy; Niamh Belton; Joshua Tobin; Owais Bin Zuber; Liu Dong; Yuan Xuewen (ICASSP, 2023)

Energy-Aware AI-Driven Framework for Edge-Computing-Based IoT Applications. - Muhammad Zawish; Nouman Ashraf; Rafay Iqbal Ansari; Steven Davy (IEEE Internet Things J., 2023)

Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge. - Muhammad Zawish; Paul Albert; Flavio Esposito; Steven Davy; Lizy Abraham (CVPR Workshops, 2024)

Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts. - Steven Davy; Danyal Aftab (ECAI, 2024)

SpikeBottleNet: Energy Efficient Spike Neural Network Partitioning for Feature Compression in Device-Edge Co-Inference Systems. - Maruf Hassan; Steven Davy (CoRR, 2024)

AI and 6G Into the Metaverse: Fundamentals, Challenges and Future Research Trends. - Muhammad Zawish; Fayaz Ali Dharejo; Sunder Ali Khowaja; Saleem Raza; Steven Davy; Kapal Dev; Paolo Bellavista (IEEE Open J. Commun. Soc., 2024)

Hybrid Blended Deep Learning Approach for Milk Quality Analysis. - Rahul Umesh Mhapsekar; Norah O'Shea; Steven Davy; Lizy Abraham (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge. - Muhammad Zawish; Steven Davy; Lizy Abraham (IEEE Trans. Artif. Intell., 2024)

An Edge-Centric Industrial IoT Solution for Smart Dairy Processing. - Rahul Umesh Mhapsekar; Norah O'Shea; Steven Davy; Deirdre Kilbane; Lizy Abraham (IEEE Internet Things Mag., 2024)

Application Adaptive Light-Weight Deep Learning (AppAdapt-LWDL) Framework for Enabling Edge Intelligence in Dairy Processing. - Rahul Umesh Mhapsekar; Lizy Abraham; Steven Davy; Indrakshi Dey (IEEE Trans. Mob. Comput., 2025)