| |
2024 |
Aqeel H Kazmi, Alessandro Staffolani, Tianhao Zhang, Christian Cabrera, Siobhan Clarke |
Dynamic Service Placement in Edge Computing: A Comparative Evaluation of Nature-Inspired Algorithms IEEE Access, 13, pp2653-2670 |
| |
2024 |
Dhivya Bharathi, Juan Manuel González Sopeña, Siobhan Clarke, Bidisha Ghosh |
Travel Time Prediction Utilizing Hybrid Deep Learning Models Transportation Research Record, 2678(4), pp56-65 |
| |
2023 |
Dhivya Bharathi, Juan Manuel González Sopeña, Siobhan Clarke, Bidisha Ghosh |
Travel time prediction utilizing hybrid deep learning models Transportation Research Record: Journal of the Transportation Research Board. DOI: https://doi.org/10.1177/0361198123118296 |
| |
2023 |
Chaudhry, S.R. and Malazi, H.T. and Dhara, S. and Kazmi, A.H. and Clarke, S. |
Toward Context-Aware Information Dissemination in Autonomous Networks of Vehicles IEEE Communications Standards Magazine, 7(2), pp8-15. DOI: http://dx.doi.org/10.1109/MCOMSTD.0002.2200008 |
| |
2023 |
Zhang, K. and Liu, H. and Clarke, S. |
GATFormer: A Graph-based Transformer for Long-Term Forecasting of Traffic Overcrowding IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp1629-1635. DOI: http://dx.doi.org/10.1109/ITSC57777.2023.10422105 |
| |
2023 |
Zhang, K. and Liu, H. and Clarke, S. |
ATADA: Adaptive Time Aware Anomaly Detection Approach for Real-Time Intelligent Transportation Systems Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023, pp1563-1570. DOI: http://dx.doi.org/10.1109/BigData59044.2023.10386785 |
| |
2023 |
Gallagher, J. and Clarke, S. |
Energy efficient route prediction for solar powered vehicles Green Energy and Intelligent Transportation, 2(1). DOI: http://dx.doi.org/10.1016/j.geits.2022.100063 |
| |
2023 |
Zhang, K. and Liu, H. and Clarke, S. |
DBGAN: A Data Balancing Generative Adversarial Network for Mobility Pattern Recognition Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14148 LNCS, pp120-134. DOI: http://dx.doi.org/10.1007/978-3-031-39831-5_12 |
| |
2023 |
Majidi, A. and Jahanbakhsh, N. and Clarke, S. |
Time-Varying Real-Time Online Multi-Resource Allocation for Scaling the Slices and VNF Isolation IEEE INFOCOM 2023 - Conference on Computer Communications Workshops, INFOCOM WKSHPS 2023. DOI: http://dx.doi.org/10.1109/INFOCOMWKSHPS57453.2023.10226178 |
| |
2023 |
Dhara, S. and Majidi, A. and Clarke, S. |
Revving up VNDN: Efficient caching and forwarding by expanding content popularity perspective and mobility Computer Communications, 212, pp342-352. DOI: http://dx.doi.org/10.1016/j.comcom.2023.10.004 |
| |
2022 |
Christian Humberto Cabrera Jojoa, Sergej Svorobej, Andrei Palade, Aqeel Kazmi, Siobhan Clarke |
MAACO: A Dynamic Service Placement Model for Smart Cities IEEE Transactions on Services Computing. DOI: https://doi.org/10.1109/TSC.2022.3143029 |
| |
2022 |
Tabatabaee Malazi, H. and Chaudhry, S.R. and Kazmi, A. and Palade, A. and Cabrera, C. and White, G. and Clarke, S. |
Dynamic Service Placement in Multi-Access Edge Computing: A Systematic Literature Review IEEE Access, 10, pp32639-32688. DOI: http://dx.doi.org/10.1109/ACCESS.2022.3160738 |
| |
2022 |
Bansal, M. and Chana, I. and Clarke, S. |
UrbanEnQoSPlace: A Deep Reinforcement Learning Model for Service Placement of Real-Time Smart City IoT Applications IEEE Transactions on Services Computing, pp1-16. DOI: http://dx.doi.org/10.1109/TSC.2022.3218044 |
| |
2022 |
Kazmi, A. and Chaudhry, S.R. and Malazi, H.T. and Dhara, S. and Clarke, S. |
Interoperable Internet of Things for Smart Transportation Systems in Circular Cities Computer, 55(12), pp86-97. DOI: http://dx.doi.org/10.1109/MC.2022.3202298 |
| |
2021 |
White, G. and Zink, A. and Codecá, L. and Clarke, S. |
A digital twin smart city for citizen feedback Cities, 110(103064). DOI: http://dx.doi.org/10.1016/j.cities.2020.103064 |
| |
2021 |
Bansal, M. and Chana, I. and Clarke, S. |
A Survey on IoT Big Data: Current Status, 13 V's Challenges, and Future Directions ACM Computing Surveys, 53(6). DOI: http://dx.doi.org/10.1145/3419634 |
| |
2021 |
Christian Cabrera, Siobhán Clarke |
A Reinforcement Learning-Based Service Model for the Internet of Things International Conference on Service-Oriented Computing. DOI: https://doi.org/10.1007/978-3-030-91431-8_56 |
| |
2021 |
Hadi Tabatabaee Malazi, Siobhán Clarke |
Distributed Service Placement and Workload Orchestration in a Multi-access Edge Computing Environment IEEE International Conference on Services Computing . DOI: http://dx.doi.org/10.1109/SCC53864.2021.00037 |
| |
2021 |
Fan Li, Gary White, Siobhan Clarke |
A Trust Model for SLA Negotiation Candidates Selection in a Dynamic IoT Environment IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2021.3070405 |
| |
2021 |
Jessica McCarthy, SR Chaudhry, Perumal Kuppuudaiyar, Radhika Loomba, Siobhan Clarke |
QoSA-ICN: An information-centric approach to QoS in vehicular environments Elsevier Vehicular Communications. DOI: https://doi.org/10.1016/j.vehcom.2021.100351 |
| |
2021 |
José Monreal Bailey, Hadi Tabatabaee Malazi, Siobhán Clarke |
Smoothing speed variability in age-friendly urban traffic management International Conference on Computational Science. DOI: https://doi.org/10.1007/978-3-030-77961-0_1 |
| |
2021 |
Behnam Khazael, Hadi Tabatabaee Malazi, Siobhán Clarke |
Complex Event Processing in Smart City Monitoring Applications IEEE Access. DOI: http://dx.doi.org/10.1109/ACCESS.2021.3119975 |
| |
2020 |
Palade, A. and Mukhopadhyay, A. and Kazmi, A. and Cabrera, C. and Nomayo, E. and Iosifidis, G. and Ruffini, M. and Clarke, S. |
A swarm-based approach for function placement in federated edges Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020(9284644), pp48-50. DOI: http://dx.doi.org/10.1109/SCC49832.2020.00013 |
| |
2020 |
Li, F. and Clarke, S. |
Automated SLA negotiation in a dynamic IoT environment - A metaheuristic approach Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12571 LNCS, pp110-120. DOI: http://dx.doi.org/10.1007/978-3-030-65310-1_9 |
| |
2020 |
White, G. and Clarke, S. |
Urban Intelligence with Deep Edges IEEE Access, 8(8949510), pp7518-7530. DOI: http://dx.doi.org/10.1109/ACCESS.2020.2963912 |
| |
2020 |
Chen, N. and Li, F. and White, G. and Clarke, S. and Yang, Y. |
A decentralized adaptation system for QoS optimization Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics, pp213-247. DOI: http://dx.doi.org/10.1002/9781119501121.ch9 |
| |
2020 |
Gary White, Siobhan Clarke |
Short-term qos forecasting at the edge for reliable service applications IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2020.2975799 |
| |
2020 |
Saqib Rasool Chaudhry, Andrei Palade, Aqeel Kazmi, Siobhán Clarke |
Improved QoS at the edge using serverless computing to deploy virtual network functions IEEE Internet of Things Journal. DOI: http://dx.doi.org/10.1109/JIOT.2020.3011057 |
| |
2020 |
Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke |
An urban-driven service request management model IEEE International Conference on Pervasive Computing and Communications. DOI: http://dx.doi.org/10.1109/PerCom45495.2020.9127371 |
| |
2020 |
Andrei Palade, Siobhán Clarke |
Collaborative agent communities for resilient service composition in mobile environments IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2020.2964753 |
| |
2020 |
Cabrera, C. and Palade, A. and White, G. and Clarke, S. |
An Urban-driven Service Request Management Model 18th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2020(9127371). DOI: http://dx.doi.org/10.1109/PerCom45495.2020.9127371 |
| |
2020 |
Clarke, S. and Wolfson, O. |
Smart Technologies and Cities, Specialty Grand Challenge Frontiers in Sustainable Cities, 2(22). DOI: http://dx.doi.org/10.3389/frsc.2020.00022 |
| |
2020 |
Chen, N. and Clarke, S. and Chen, S. |
Fog-based service enablement architecture Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics, pp151-177. DOI: http://dx.doi.org/10.1002/9781119501121.ch7 |
| |
2020 |
Cabrera, C. and Palade, A. and White, G. and Clarke, S. |
Artifact Abstract: An Urban-driven Service Request Management Model 18th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2020(9127382). DOI: http://dx.doi.org/10.1109/PerCom45495.2020.9127382 |
| |
2019 |
F Golpayegani, I Dusparic, S Clarke |
Using Social Dependence to Enable Neighbourly Behaviour in Open Multi-Agent Systems ACM Transactions on Intelligent Systems and Technology, 10(3), pp3319402. DOI: HTTP://DX.DOI.ORG/10.1145/3319402 |
| |
2019 |
A Taylor, I Dusparic, M Gueriau, S Clarke |
Parallel Transfer Learning in Multi-Agent Systems: What, when and how to transfer? International Joint Conference on Neural Networks (IJCNN) |
| |
2019 |
White G, Cabrera C, Palade A, Clarke S |
Augmented reality in IoT ICSOC 2018: Service-Oriented Computing ICSOC 2018 Workshops , pp149-160. DOI: http://dx.doi.org/10.1007/978-3-030-17642-6_13 |
| |
2019 |
Marinescu A, Taylor A, Clarke S, Serban I, Marinescu C |
Optimising residential electric vehicle charging under renewable energy: Multi-agent learning in software simulation and hardware-in-the-loop evaluation International Journal of Energy Research. DOI: http://dx.doi.org/10.1002/er.4559 |
| |
2019 |
White G, Clarke S |
Smart Cities with Deep Edges Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp53-64. DOI: http://dx.doi.org/10.1007/978-3-030-13453-2_5 |
| |
2019 |
McKenna, C. and Clarke, S. and Golpayegani, F. |
Floating Buses: Dynamic Route planning and Passenger Allocation based on Real-time Demand 2019 IEEE 5th International Conference on Computer and Communications, ICCC 2019(9064471), pp2203-2207. DOI: http://dx.doi.org/10.1109/ICCC47050.2019.9064471 |
| |
2019 |
McCarthy, J. and Kuppuudaiyar, P. and Loomba, R. and Clarke, S. |
Towards an ICN approach to QoS in a dynamic edge environment 2019 IEEE Globecom Workshops, GC Wkshps 2019 - Proceedings(9024596). DOI: http://dx.doi.org/10.1109/GCWkshps45667.2019.9024596 |
| |
2019 |
Bailey, J.M. and Golpayegani, F. and Clarke, S. |
CoMASig: A Collaborative Multi-Agent Signal Control to Support Senior Drivers 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019(8917531), pp1239-1244. DOI: http://dx.doi.org/10.1109/ITSC.2019.8917531 |
| |
2019 |
Li, F. and Clarke, S. |
A Context-Based Strategy for SLA Negotiation in the IoT Environment 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019(8730752), pp208-213. DOI: http://dx.doi.org/10.1109/PERCOMW.2019.8730752 |
| |
2019 |
Cabrera Jojoa, C.H. and Clarke, S. |
A Self-Adaptive Service Discovery Model for Smart Cities IEEE Transactions on Services Computing. DOI: http://dx.doi.org/10.1109/TSC.2019.2944356 |
| |
2019 |
White, G. and Liang, Z. and Clarke, S. |
A Quantified-Self Framework for Exploring and Enhancing Personal Productivity Proceedings - International Workshop on Content-Based Multimedia Indexing, 2019-September(8877475). DOI: http://dx.doi.org/10.1109/CBMI.2019.8877475 |
| |
2019 |
Litoiu, M. and Clarke, S. and Tei, K. |
Message from the Chairs of SEAMS 2019 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems, 2019-May(8787104). DOI: http://dx.doi.org/10.1109/SEAMS.2019.00006 |
| |
2019 |
Li, F. and Cabrera, C. and Clarke, S. |
A WS-agreement based SLA ontology for IoT services Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11519 LNCS, pp58-72. DOI: http://dx.doi.org/10.1007/978-3-030-23357-0_5 |
| |
2019 |
Palade, A. and Kazmi, A. and Clarke, S. |
An evaluation of open source serverless computing frameworks support at the Edge Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019(8817155), pp206-211. DOI: http://dx.doi.org/10.1109/SERVICES.2019.00057 |
| |
2019 |
White, G. and Palade, A. and Cabrera, C. and Clarke, S. |
Autoencoders for QoS prediction at the Edge 2019 IEEE International Conference on Pervasive Computing and Communications, PerCom 2019(8767397). DOI: http://dx.doi.org/10.1109/PERCOM.2019.8767397 |
| |
2019 |
Cabri, G. and Dobson, S. and De Sanctis, M. and Bourcier, J. and Schiendorfer, A. and Dustdar, S. and Damiani, F. and Musoles... |
ECAS 2018 Foreword: 3rd Workshop on Engineering Collective Adaptive Systems Proceedings - 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2018(8599156). DOI: http://dx.doi.org/10.1109/FAS-W.2018.00009 |
