Steven Davy

According to our database, Steven Davy authored at least 55 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

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., February, 2025

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., September, 2024

Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge.

Muhammad Zawish, Steven Davy, Lizy Abraham

IEEE Trans. Artif. Intell., August, 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., June, 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

SpikeBottleNet: Energy Efficient Spike Neural Network Partitioning for Feature Compression in Device-Edge Co-Inference Systems.

Maruf Hassan, Steven Davy

CoRR, 2024

Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts.

Steven Davy, Danyal Aftab

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge.

Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

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

Proceedings of the IEEE International Conference on Acoustics, 2023

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

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

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

IEEE Internet Things Mag., 2022

Complexity-Driven CNN Compression for Resource-constrained Edge AI.

Muhammad Zawish, Steven Davy, Lizy Abraham

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

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

CoRR, 2022

Towards Resource-aware DNN Partitioning for Edge Devices with Heterogeneous Resources.

Muhammad Zawish, Lizy Abraham, Kapal Dev, Steven Davy

Proceedings of the IEEE Global Communications Conference, 2022

Edge-AI Implementation for Milk Adulteration Detection.

Rahul Umesh Mhapsekar, Lizy Abraham, Norah O'Shea, Steven Davy

Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2022

2018

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

Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

2017

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

2016

A connectionist approach to dynamic resource management for virtualised network functions.

Rashid Mijumbi, Sidhant Hasija, Steven Davy, Alan Davy, Brendan Jennings, Raouf Boutaba

Proceedings of the 12th International Conference on Network and Service Management, 2016

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

Proceedings of the 5th IEEE International Conference on Cloud Networking, 2016

2015

Design and evaluation of algorithms for mapping and scheduling of virtual network functions.

Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Niels Bouten, Filip De Turck, Steven Davy

Proceedings of the 1st IEEE Conference on Network Softwarization, 2015

Collaborative Framework for Monitoring Reliability of Distributed Components of Composed Services.

Hisain Elshaafi, Steven Davy, Dmitri Botvich

Proceedings of the Multi-Agent Systems and Agreement Technologies, 2015

Server placement and assignment in virtualized radio access networks.

Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Javier Rubio-Loyola, Steven Davy

Proceedings of the 11th International Conference on Network and Service Management, 2015

2014

Challenges to support edge-as-a-service.

Steven Davy, Jeroen Famaey, Joan Serrat, Juan-Luis Gorricho, Avi Miron, Manos Dramitinos, Pedro Miguel Neves, Steven Latré, Ezer Goshen

IEEE Commun. Mag., 2014

2013

A language driven approach to multi-system access control.

Steven Davy, Jason Barron, Lei Shi, Bernard Butler, Brendan Jennings, Keith Griffin, Kevin Collins

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Semantic web technologies to aid dominance detection for access control policies.

Jason Barron, Steven Davy

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

2012

A Business-Oriented Management Framework for Mobile Communication Systems.

Hiram Galeana-Zapién, Javier Rubio-Loyola, Pablo Salazar-Linares, Ramón Agüero, Joan Serrat, Steven Davy

Mob. Networks Appl., 2012

2011

A service-centric orchestration protocol for self-organizing autonomic management systems.

Javier Rubio-Loyola, Carlos Mérida-Campos, Joan Serrat, Daniel Fernandes Macedo, Steven Davy, Zeinab Movahedi, Guy Pujolle

IEEE Netw., 2011

Conflict analysis during authoring of management policies for federations.

Jason Barron, Steven Davy, Brendan Jennings

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

Review and Designs of Federated Management in Future Internet Architectures.

Martin Serrano, Steven Davy, Martin Johnsson, Willie Donnelly, Alex Galis

Proceedings of the Future Internet, 2011

Towards In-Network Clouds in Future Internet.

Alex Galis, Stuart Clayman, Laurent Lefèvre, Andreas Fischer, Hermann de Meer, Javier Rubio-Loyola, Joan Serrat, Steven Davy

Proceedings of the Future Internet, 2011

Policy-assisted planning and deployment of virtual networks.

Steven Davy, Joan Serrat, Antonio Astorga, Brendan Jennings, Javier Rubio-Loyola

Proceedings of the 7th International Conference on Network and Service Management, 2011

2010

Future Internet Management Platforms for Network Virtualisation and Service Clouds.

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

Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010

A Policy Authoring Process and DEN-ng Model Extension for Federation Governance.

Jason Barron, Steven Davy, Brendan Jennings, John Strassner

Proceedings of the Modelling Autonomic Communication Environments, 2010

On Minimizing Network Wide Node Update Time.

Lei Shi, Jing Fu, Steven Davy

Proceedings of the Global Communications Conference, 2010

Manageability of Future Internet Virtual Networks from a Practical Viewpoint.

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

Proceedings of the Towards the Future Internet - Emerging Trends from European Research, 2010

Intrinsic monitoring within an IPv6 network: mapping node information to network paths.

Lei Shi, Alan Davy, David Muldowney, Steven Davy, Edzard Höfig, Xiaoming Fu

Proceedings of the 6th International Conference on Network and Service Management, 2010

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

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 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

On harnessing information models and ontologies for policy conflict analysis.

Steven Davy, Brendan Jennings, John Strassner

Proceedings of the Integrated Network Management, 2009

A model based approach to autonomic management of virtual networks.

Steven Davy, Claire Fahy, Zohra Boudjemil, Leigh Griffin, John Strassner

Proceedings of the Integrated Network Management, 2009

Management Architecture and Systems for Future Internet Networks.

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

Proceedings of the Towards the Future Internet - A European Research Perspective, 2009

2008

The policy continuum-Policy authoring and conflict analysis.

Steven Davy, Brendan Jennings, John Strassner

Comput. Commun., 2008

Using an Information Model and Associated Ontology for Selection of Policies for Conflict Analysis.

Steven Davy, Brendan Jennings, John Strassner

Proceedings of the 9th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2008), 2008

Application domain independent policy conflict analysis using information models.

Steven Davy, Brendan Jennings, John Strassner

Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 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, John Strassner, Andreas Berl, Hermann de Meer, Daniel F. Macedo

Proceedings of the Modelling Autonomic Communications Environments, 2008

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, Andreas Berl, Hermann de Meer, Steven Davy, Zeinab Movahedi, Laurent Lefèvre

Proceedings of the Modelling Autonomic Communications Environments, 2008

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

Proceedings of the 2007 Latin American Network Operations and Management Symposium, 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

Proceedings of the 2007 Latin American Network Operations and Management Symposium, 2007

Harnessing Models for Policy Conflict Analysis.

Steven Davy, Brendan Jennings

Proceedings of the Inter-Domain Management, 2007

2006

Conflict Prevention Via Model-Driven Policy Refinement.

Steven Davy, Brendan Jennings, John Strassner

Proceedings of the Large Scale Management of Distributed Systems, 2006

Policy-based architecture to enable autonomic communications - a position paper.

Steven Davy, Keara Barrett, Sasitharan Balasubramaniam, Sven van der Meer, Brendan Jennings, John Strassner

Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006