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Publications

Year Authors Title
  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
  2019 Malekjafarian, A. and Golpayegani, F. and Moloney, C. and Clarke, S. A machine learning approach to bridge-damage detection using responses measured on a passing vehicle Sensors (Switzerland), 19(18). DOI: http://dx.doi.org/10.3390/s19184035
  2019 Li, F. and Palade, A. and Clarke, S. A Model for Distributed Service Level Agreement Negotiation in Internet of Things Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11895 LNCS, pp71-85. DOI: http://dx.doi.org/10.1007/978-3-030-33702-5_7
  2018 Nanxi Chen, Nicolas Cardozo, Siobhán Clarke Goal-Driven Service Composition in Mobile and Pervasive Computing IEEE Transactions on Services Computing, 11(1), pp49-62. DOI: http://dx.doi.org/10.1109/TSC.2016.2533348
  2018 Fatemeh Golpayegani, Zahra Sahaf, Ivana Dusparic, SIobhan Clarke Participant Selection for Short-term Collaboration in Open Multi-agent systems Simulation Modelling Practice and Theory, 83, pp149-161. DOI: https://doi.org/10.1016/j.simpat.2017.11.007
  2018 Nallur Vivek, Clarke Siobhán Clonal plasticity: an autonomic mechanism for multi-agent systems to self-diversify Springer Autonomous Agents and Multi-Agent Systems , 32(2), pp275-311
  2018 Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke Services in IoT: A Service Planning Model Based on Consumer Feedback International Conference on Service-Oriented Computing, pp304-313
  2018 Andrei Palade, Siobhan Clarke Stigmergy-Based QoS Optimisation for Flexible Service Composition in Mobile Communities 2018 IEEE World Congress on Services (SERVICES). DOI: http://dx.doi.org/10.1109/SERVICES.2018.00027
  2018 Andrei Palade, Christian Cabrera, Gary White, Siobhan Clarke Stigmergic Service Composition and Adaptation in Mobile Environments 16th International Conference on Service Oriented Computing. DOI: http://dx.doi.org/10.1007/978-3-030-03596-9_45
  2018 Gary White, Andrei Palade, Siobhán Clarke Forecasting qos attributes using lstm networks IEEE International Joint Conference on Neural Networks (IJCNN). DOI: http://dx.doi.org/10.1109/IJCNN.2018.8489052
  2018 Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke IoTPredict: collaborative QoS prediction in IoT IEEE International Conference on Pervasive Computing and Communications (PerCom). DOI: http://dx.doi.org/10.1109/PERCOM.2018.8444598

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