Dr. Joseph Doyle

About Me

I am a lecturer at Queen Mary University of London. I was a Postdoctoral Research in Trinity College Dublin from 2012 to 2014, a Senior Research Assoicate at University College London from 2014 to 2016 and a Senior Lecturer at the University of East London from 2016 to 2018. My current research interests are Cloud Computing, Green Computing, Cognitive Resource Management and Containerization.

Projects

• ACAME: Advanced Control Aspects for MEdia workload processing
• DELVE-VIDEO: Deep-Learning based Bitstream Analytics for Value Discovery in Video
• QUEMAT: QUEry-adaptive Media Asset Tracking

Publications

1. F. Sakr, H. Younes, J. Doyle, F. Bellotti, A. De Gloria, R. Berta, "A Tiny CNN for Embedded Electronic Skin Systems.", International Conference on System-Integrated Intelligence, Springer, 2023.
2. S. Hart, J. Doyle, "RealTimeAir: a real-time federated crowd sensing hyper local air quality data service", ACM SIGCOMM Workshop on Networked Sensing Systems for a Sustainable Society (NET4us), Amsterdam, 2022.
3. F. Sakr, R. Berta, J. Doyle, H. Younes, A. De Gloria, F. Bellotti, "Memory Efficient Binary Convolutional Neural Networks on Microcontrollers", IEEE International Conference on Edge Computing and Communications (EDGE), Barcelona, 2022.
4. J. Doyle, M. Golec, S.S. Gill, "Blockchainbus: A lightweight framework for secure virtual machine migration in cloud federations using blockchain.", Security and Privacy, vol. 5, no.2, 2022.
5. F. Sakr, R. Berta, J. Doyle, A. De Gloria, F. Bellotti, "Self-Learning Pipeline for Low-Energy Resource-Constrained Devices", Energies, vol. 14, no. 20, 2021.
6. F. Sakr, F. Bellotti, R. Berta, A De Gloria, J. Doyle, "Memory-Efficient CMSIS-NN with Replacement Strategy", IEEE International Conference on Future Internet of Things and Cloud (FiCloud), 2021.
7. M.H. Anwar, S. Ghafouri, S.S. Gill, J. Doyle, "Recommender System for Optimal Distributed Deep Learning in Cloud Datacenters", Wireless Personal Communications, 2021.
8. F. Bellotti, R. Bert, A. De Gloria, J. Doyle, F. Sakr, "Exploring Unsupervised Learning on STM32 F4 Microcontroller", International Conference on Applications in Electronics Pervading Industry, Environment and Society, 2020.
9. S. Ghafouri, A.A. Saleh-Bigdeli, J. Doyle, "Consolidation of Services in Mobile Edge Clouds using a Learning-based Framework", IEEE World Congress on Services (SERVICES), 2020.
10. J. Doyle, R. Bashroush, "Case Studies for achieving a Return on Investment with a Hardware Refresh in Organizations with Small Data Centers", IEEE Transactions on Sustainable Computing, 2020.
11. J. Doyle, V. Giotsas, M. Anam and Y. Andreopoulos, "Dithen A Computation-as-a-Service Platform For Large-Scale Multimedia Processing," IEEE Transactions on Cloud Computing, vol. 7, no. 2, pp. 509-523, 2019.
12. J. Doyle, S. Islam, R. Bashroush and D. O'Mahony, "Cloud Strife: Expanding the Horizons of Cloud Gaming Services," in IEEE World Congress on Services, Honolulu, 2017.
13. N. Jebraeil, A. Noureddine, J. Doyle, S. Islam and R. Bashroush, "gUML: Reasoning about Energy at Design Time by Extending UML Deployment Diagrams with Data Centre Contextual Information," in IEEE World Congress on Services, Honolulu, 2017.
14. F. Renna, J. Doyle, V. Giotsas and Y. Andreopoulos, "Query Processing for the Internet-of-Things: Coupling of Device Energy Consumption and Cloud Infrastructure Billing," in IEEE International Conference on the Internet of Things Design and Implementation (IoTDI), Berlin, 2016.
15. J. Doyle, V. Giotsas, M. Anam and Y. Andreopoulos, "Cloud Instance Management and Resource Prediction for Computation-as-a-Service," in IEEE Internation Conference on Cloud Engineering (IC2E), Berlin, 2016.
16. F. Renna, J. Doyle, V. Giotsas and Y. Andreopoulos, "Media Query Processing For The Internet-of-Things: Coupling of Device Energy Consumption and Cloud Infrastructure Billing," IEEE Transaction on Multimedia, vol. 18, no. 12, pp. 2537-2552, 2016.
17. J. Doyle, V. Giotsas and Y. Andreopoulos, "Demonstration of The Dithen Cloud Computing Service for Large-Scale Media Workload Prcessing," in Industrial Demo at IEEE Internation Conference on Multimedia and Expo (ICME), Torino, 2015.
18. J. Doyle and D. O'Mahony, "Nihil: Computing Clouds with Zero Emissions," in IEEE International Conference on Cloud Engineering, Boston, 2014.
19. J. Doyle, R. Shorten and D. O'Mahony, "Stratus: Load Balancing the Cloud for Carbon Emissions Control," IEEE Transactions on Cloud Computing, vol. 1, no. 1, pp. 1-13, 2013.
20. J. Doyle, F. Knorn, D. O'Mahony and R. Shorten, "Distributed Thermal Aware Load Balancing for Cooling of Modular Data Centers," IET Control Theory and Applications, vol. 7, no. 4, pp. 612-622, 2013.
21. J. Doyle, R. Shorten and D. O'Mahony, ""Fair-share" for fair bandwidth allocation in cloud computing," IEEE Communication Letter, vol. 16, no. 4, pp. 550-553, 2012.
22. J. Doyle, D. O'Mahony and R. Shorten, "Server Selection for Carbon Emission Control," in ACM SIGCOMM Workshop on Green Networking (GREENET), Toronto, 2011.
23. J. Doyle, R. Shorten and D. O'Mahony, "An Experimental Evaluation of Distributed Rate Limitng for Cloud Computing Applications," in ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS), La Jolla, 2010.

• ECS640U/765P: Big Data Processing
• ECS656U/796P: Distributed Systems

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