Steven Davy

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 18

Top Topics

Circle Detection

Resource Management

Artificial Intelligent Systems

Supply Chain Management

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Rahul Umesh Mhapsekar, Norah O'Shea, Steven Davy, Lizy Abraham
Hybrid Blended Deep Learning Approach for Milk Quality Analysis. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Muhammad Zawish, Paul Albert, Flavio Esposito, Steven Davy, Lizy Abraham
Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge. CoRR (2024)
Muhammad Zawish, Steven Davy, Lizy Abraham
Complexity-Driven Model Compression for Resource-Constrained Deep Learning on Edge. IEEE Trans. Artif. Intell. 5 (8) (2024)
Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Saleem Raza, Steven Davy, Kapal Dev, Paolo Bellavista
AI and 6G Into the Metaverse: Fundamentals, Challenges and Future Research Trends. IEEE Open J. Commun. Soc. 5 (2024)
Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy
Energy-Aware AI-Driven Framework for Edge-Computing-Based IoT Applications. IEEE Internet Things J. 10 (6, March 15) (2023)
Steven Davy, Niamh Belton, Joshua Tobin, Owais Bin Zuber, Liu Dong, Yuan Xuewen
A Causal Convolutional Approach for Packet Loss Concealment in Low Powered Devices. ICASSP (2023)
Muhammad Zawish, Steven Davy, Lizy Abraham
Complexity-Driven CNN Compression for Resource-constrained Edge AI. CoRR (2022)
Muhammad Zawish, Lizy Abraham, Kapal Dev, Steven Davy
Towards Resource-aware DNN Partitioning for Edge Devices with Heterogeneous Resources. GLOBECOM (2022)
Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy, Hassaan Khaliq Qureshi, Nauman Aslam, Syed Ali Hassan
Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Management. CoRR (2022)
Fayaz Ali Dharejo, Muhammad Zawish, Yuanchun Zhou, Steven Davy, Kapal Dev, Sunder Ali Khowaja, Yanjie Fu, Nawab Muhammad Faseeh Qureshi
FuzzyAct: A Fuzzy-Based Framework for Temporal Activity Recognition in IoT Applications Using RNN and 3D-DWT. IEEE Trans. Fuzzy Syst. 30 (11) (2022)
Muhammad Zawish, Nouman Ashraf, Rafay Iqbal Ansari, Steven Davy, Hassaan Khaliq Qureshi, Nauman Aslam, Syed Ali Hassan
Toward On-Device AI and Blockchain for 6G-Enabled Agricultural Supply Chain Management. IEEE Internet Things Mag. 5 (2) (2022)
Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Kapal Dev, Steven Davy, Nawab Muhammad Faseeh Qureshi, Paolo Bellavista
AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends. CoRR (2022)
Lizy Abraham, Steven Davy, Muhammad Zawish, Rahul Mhapsekar, John A. Finn, Patrick Moran
Preliminary Classification of Selected Farmland Habitats in Ireland Using Deep Neural Networks. Sensors 22 (6) (2022)
Rahul Mhapsekar, Lizy Abraham, Norah O'Shea, Steven Davy
Edge-AI Implementation for Milk Adulteration Detection. GCAIoT (2022)
Sidhant Hasija, Rashid Mijumbi, Steven Davy, Alan Davy, Brendan Jennings, Keith Griffin
Domain Federation via MPLS and SDN for Dynamic, Real-time End-to-end QoS Support. NetSoft (2018)
Rashid Mijumbi, Sidhant Hasija, Steven Davy, Alan Davy, Brendan Jennings, Raouf Boutaba
Topology-Aware Prediction of Virtual Network Function Resource Requirements. IEEE Trans. Netw. Serv. Manag. 14 (1) (2017)
Rashid Mijumbi, Sidhant Hasija, Steven Davy, Alan Davy, Brendan Jennings, Raouf Boutaba
A connectionist approach to dynamic resource management for virtualised network functions. CNSM (2016)
Ehsan Elahi, Jason Barron, Micheal Crotty, Miguel Ponce de Leon, Rashid Mijumbi, Steven Davy, Dimitri Staessens, Sander Vrijders
On Load Management in Service Oriented Networks (Short Paper). CloudNet (2016)
Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Niels Bouten, Filip De Turck, Steven Davy
Design and evaluation of algorithms for mapping and scheduling of virtual network functions. NetSoft (2015)
Hisain Elshaafi, Steven Davy, Dmitri Botvich
Collaborative Framework for Monitoring Reliability of Distributed Components of Composed Services. EUMAS/AT (2015)
Rashid Mijumbi, Joan Serrat, Juan-Luis Gorricho, Javier Rubio-Loyola, Steven Davy
Server placement and assignment in virtualized radio access networks. CNSM (2015)
Steven Davy, Jeroen Famaey, Joan Serrat, Juan-Luis Gorricho, Avi Miron, Manos Dramitinos, Pedro Miguel Neves, Steven Latré, Ezer Goshen
Challenges to support edge-as-a-service. IEEE Commun. Mag. 52 (1) (2014)
Jason Barron, Steven Davy
Semantic web technologies to aid dominance detection for access control policies. IM (2013)
Steven Davy, Jason Barron, Lei Shi, Bernard Butler, Brendan Jennings, Keith Griffin, Kevin Collins
A language driven approach to multi-system access control. IM (2013)
Hiram Galeana-Zapién, Javier Rubio-Loyola, Pablo Salazar-Linares, Ramón Agüero, Joan Serrat, Steven Davy
A Business-Oriented Management Framework for Mobile Communication Systems. Mob. Networks Appl. 17 (4) (2012)
Steven Davy, Joan Serrat, Antonio Astorga, Brendan Jennings, Javier Rubio-Loyola
Policy-assisted planning and deployment of virtual networks. CNSM (2011)
Jason Barron, Steven Davy, Brendan Jennings
Conflict analysis during authoring of management policies for federations. Integrated Network Management (2011)
Javier Rubio-Loyola, Carlos Mérida-Campos, Joan Serrat, Daniel Fernandes Macedo, Steven Davy, Zeinab Movahedi, Guy Pujolle
A service-centric orchestration protocol for self-organizing autonomic management systems. IEEE Netw. 25 (6) (2011)
Martin Serrano, Steven Davy, Martin Johnsson, Willie Donnelly, Alex Galis
Review and Designs of Federated Management in Future Internet Architectures. Future Internet Assembly (2011)
Alex Galis, Stuart Clayman, Laurent Lefèvre, Andreas Fischer, Hermann de Meer, Javier Rubio-Loyola, Joan Serrat, Steven Davy
Towards In-Network Clouds in Future Internet. Future Internet Assembly (2011)
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
Future Internet Management Platforms for Network Virtualisation and Service Clouds. ServiceWave (2010)
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
Manageability of Future Internet Virtual Networks from a Practical Viewpoint. Future Internet Assembly (2010)
Lei Shi, Jing Fu, Steven Davy
On Minimizing Network Wide Node Update Time. GLOBECOM (2010)
Lei Shi, Alan Davy, David Muldowney, Steven Davy, Edzard Höfig, Xiaoming Fu
Intrinsic monitoring within an IPv6 network: mapping node information to network paths. CNSM (2010)
Jason Barron, Steven Davy, Brendan Jennings, John Strassner
A Policy Authoring Process and DEN-ng Model Extension for Federation Governance. MACE (2010)
Sasitharan Balasubramaniam, Dmitri Botvich, Brendan Jennings, Steven Davy, William Donnelly, John Strassner
Policy-constrained bio-inspired processes for autonomic route management. Comput. Networks 53 (10) (2009)
John Strassner, José Neuman de Souza, Sven van der Meer, Steven Davy, Keara Barrett, David Raymer, Srini Samudrala
The Design of a New Policy Model to Support Ontology-Driven Reasoning for Autonomic Networking. J. Netw. Syst. Manag. 17 (1-2) (2009)
Steven Davy, Brendan Jennings, John Strassner
On harnessing information models and ontologies for policy conflict analysis. Integrated Network Management (2009)
John Strassner, José Neuman de Souza, David Raymer, Srini Samudrala, Steven Davy, Keara Barrett
The design of a novel context-aware policy model to support machine-based learning and reasoning. Clust. Comput. 12 (1) (2009)
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
Management Architecture and Systems for Future Internet Networks. Future Internet Assembly (2009)
Steven Davy, Claire Fahy, Zohra Boudjemil, Leigh Griffin, John Strassner
A model based approach to autonomic management of virtual networks. Integrated Network Management (2009)
Steven Davy, Brendan Jennings, John Strassner
The policy continuum-Policy authoring and conflict analysis. Comput. Commun. 31 (13) (2008)
Steven Davy, Brendan Jennings, John Strassner
Using an Information Model and Associated Ontology for Selection of Policies for Conflict Analysis. POLICY (2008)
Steven Davy, Brendan Jennings, John Strassner
Application domain independent policy conflict analysis using information models. NOMS (2008)
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
Towards an Information Model That Supports Service-Aware, Self-managing Virtual Resources. MACE (2008)
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
Self-organising Management Overlays for Future Internet Services. MACE (2008)
John Strassner, David Raymer, Srini Samudrala, José Neuman de Souza, Steven Davy, Keara Barrett
The Design of a New Policy Model to Support Ontology-Driven Reasoning for Autonomic Networking. LANOMS (2007)
Steven Davy, Brendan Jennings
Harnessing Models for Policy Conflict Analysis. AIMS (2007)
Steven Davy, Keara Barrett, Brendan Jennings, Sven van der Meer, Martin Serrano, John Strassner
Policy Interactions and Management of Traffic Engineering Services Based on Ontologies. LANOMS (2007)
Steven Davy, Keara Barrett, Sasitharan Balasubramaniam, Sven van der Meer, Brendan Jennings, John Strassner
Policy-based architecture to enable autonomic communications - a position paper. CCNC (2006)
Steven Davy, Brendan Jennings, John Strassner
Conflict Prevention Via Model-Driven Policy Refinement. DSOM (2006)