Workshop on Data Science Infrastructures

09:30 Coffee and registration

09:50 Opening. Karim Djemame

10:00 Serverless Inference with Cloud Functions: Scalability, Communication, Applications. Hakan Ferhatosmanoglu (Guest talk)

10:30 Optimizing User Experience with Collaborative Edge Caching. Xu Zhang.

11:00 A Framework for Digital Twin Collaboration. Zhengchang Hua, Georgios Theodoropoulos, Nikos Tziritas and Karim Djemame

11:30 Project NEPTUNE: Domain Specific Language for plasma physics simulations. Steven Wright. (Guest talk)

12:00 Training Methods for Scaling AI Models. Xiaoyang Sun and Jie Xu.

12:30 Lunch and Poster Session

14:00 Consensus-Based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning. Srijoni Majumdar and Evangelos Pournaras

14:30 Short VS. Long-term Coordination of Drones: When Distributed Optimisation Meets Deep Reinforcement Learning. Chuhao Qin and Evangelos Pournaras.

15:00 Towards Automated and Robust Machine Learning for Program Modeling. Huanting Wang and Zheng Wang.

15:30 Computation offloading in Edge/Cloud. Arash Bozorgchenani.

16:00 Closing

Posters

Deep Reinforcement Learning Based-Heterogeneous Task Scheduling in Edge Computing Environment. Latifah Alsalem and Karim Djemame

On the Power Consumption of Serverless Functions: An Evaluation of OpenFaaS - Abdulaziz Alhindi and Karim Djemame

Enhancing Resource Allocation in Autonomous Vehicles with Advanced Machine Learning Techniques. Maha Alruwaili and Karim Djemame

Host or Publisher Leeds Institute for Data Analytics