Bailey. J. Eccles , Leon Wong, Blesson Varghese
Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization
May. 2024.
2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
Joint effort with University of St. Andrews, United Kingdom
Di.Wu , Rehmat Ullah; Philip Rodgers; Peter Kilpatrick; Ivor Spence; Blesson Varghese
EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning
March. 2024.
IEEE Transactions on Parallel and Distributed Systems
Joint effort with University of St. Andrews, United Kingdom
Kaan.Aykurt , Răzvan-Mihai Ursu; Johannes Zerwas; Patrick Krämer; Navidreza Asadi; Leon Wong; Wolfgang Kellerer
HyPA: Hybrid Horizontal Pod Autoscaling with Automated Model Updates
November. 2023.
2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)
Joint effort with Technical University of Munich, Germany
Răzvan-Mihai.Ursu , Johannes Zerwas; Patrick Krämer; Navidreza Asadi; Phil Rodgers; Leon Wong; Wolfgang Kellerer
Towards Digital Network Twins: Can we Machine Learn Network Function Behaviors?
June. 2023.
2023 IEEE 9th International Conference on Network Softwarization (NetSoft)
Joint effort with Technical University of Munich, Germany
Adrian.Kliks , Marcin Dryjanski; Vishnu Ram; Leon Wong, Paul Harvey
Towards autonomous open radio access networks
May. 2023.
ITU Journal on Future and Evolving Technologies
Jaime Fúster.De La Fuente , Álvaro Pendás Recondo; Leon Wong; Paul Harvey
Enabling Auditable Trust in Autonomous Networks with Ethereum and IPFS
May. 2023.
NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium
Joint effort under EU-Japan Vulcanus in Japan program
H.Hideki Yamamoto , Masato Iwashita; Norio Kondo; Leon Wong; Yusaku Kaneta; Kenta Urano; Takuro Yonezawa; Nobuo Kawaguchi
Febuary. 2023.
2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
Joint effort under Japan NICT B5G Autonomous Networks research project
Paul.Almasan , Miquel Ferriol-Galmes; Jordi Paillisse; Jose Suarez-Varela; Diego Perino; Diego Lopez; Antonio Agustin Pastor Perales; Paul Harvey; Laurent Ciavaglia; Leon Wong et al.
Network Digital Twin: Context, Enabling Technologies, and Opportunities
November. 2022.
IEEE Communications Magazine
Johannes.Zerwas , Patrick Kramer, Razvan-Mihai Ursu, Navidreza Asadi, Phil Rodgers, Leon Wong, Wolfgang Kellerer
KAPETÁNIOS: Automated Kubernetes Adaptation through a Digital Twin
October. 2022.
2022 13th International Conference on Network of the Future (NoF)
Joint effort with Technical University of Munich, Germany
Di.Wu , Rehmat Ullah, Paul Harvey, Peter Kilpatrick, Ivor Spence, Blesson Varghese
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning
November. 2022.
IEEE Internet of Things Journal
Joint effort with University of St. Andrews, United Kingdom
B.Varghese , E.deLara, A.Ding, C.Hong, F.Bonomi, S.Dustdar, P.Harvey, P.Hewkin, W.Shi, M.Thiele, P.Willis
Revisiting the Arguments for Edge Computing Research
December. 2021.
IEEE Internet Computing
Joint effort with Queen's University Belfast
P.Harvey , S.Fowler, O.Dardha, S.J.Gay
Multiparty Session Types for Safe Runtime Adaptation in an Actor Language
July. 2021.
European Conference on Object-Oriented Programming
Joint effort with the University of Glasgow
P.Harvey , A.Tatar, P.Imai, L.Wong, L.Bringuier
Evolutionary Autonomous Networks
June. 2021.
Journal of ICT Standardization
M.Salem , P.Imai, P.Vajrabhaya, T.Amin
A Perspective on Autonomous Networks from the World's First Fully Virtualized Mobile Network
April. 2021.
IEEE Wireless Communications
S.Jafarizadeh , D.Veitch, F.Tofigh, J.Lipman, M.Abolhasan
Optimal Synchronizability in Networks of Coupled Systems: Topological View
March. 2021.
IEEE Transactions on Network Science & Engineering
Joint effort with University of Technology Sydney
H.Mehta , P.Harvey, O.Rana, R.Buyya, B.Varghese
WattsApp: Power-Aware Container Scheduling
December. 2020.
UCC 2020 (13th IEEE/ACM International Conference on Utility and Cloud Computing)
Joint effort with Queen's University Belfast
L.Lockhart , P.Harvey, P.Imai, P. Willis, B.Varghese
Scission : Context-aware and Performance-driven Edge-based Distributed Deep Neural Networks
December. 2020.
UCC 2020 : 13th IEEE/ACM International Conference on Utility and Cloud Computing
Joint effort with Queen's University Belfast
S.Jafarizadeh
Weighted Average Consensus-Based Optimization of Advection-Diffusion Systems
December. 2020.
IEEE Transactions on Signal and Information Processing over Networks
K.Intharawitijr , P.Harvey, P.Imai
A Feasibility Study of Cache in Smart Edge Router for Web-Access Accelerator
December. 2020.
9TH International Workshop on Cloud and Edge Computing, and Applications Management
P.Harvey , P. Vajrabhaya
Autonomous Networks: Adapting to the Unknown
December. 2020.
ITU News Magazine: AI and Machine Learning in 5 G
Lessons from the ITU Challenge
S.Jafarizadeh
Pinning Control of Dynamical Networks with Optimal Cost
November. 2020.
LCN 2020: 45th IEEE Conference on Local Computer Networks
S.Jafarizadeh , T.Farzad, J.Lipman, A.Mehran
Optimizing Synchronizability in Networks of Coupled Systems
February. 2020.
Automatica
Joint effort with University of Technology Sydney
S.Jafarizadeh
Fastest Mixing Reversible Markov Chain: Clique Lifted Graphs and Subgraphs
January. 2020.
IEEE Transactions on Signal and Information Processing over Networks
S.Jafarizadeh
December. 2019.
Optimal Control Applications and Methods Journal
G.Mahmoud , M.Abolhasan, S.Jafarizadeh, J.Lipman, N.Wei
September. 2019.
ISCIT 2019 : The 19th International Symposium on Communications and Information Technologies
Joint effort with University of Technology Sydney
G.Mahmoud , S.Jafarizadeh, J.Lipman, M.Abolhasan, N.Wei
Mapping and Scheduling for Non-Uniform Arrival of Virtual Network Function (VNF) Requests
September. 2019.
2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall)
Joint effort with University of Technology Sydney
S.Jafarizadeh
August. 2019.
Systems & Control Letters