Workshop on Data Science Infrastructures

Leeds Institute for Data Analytics

A LIDA Data Science Infrastructures Programme workshop with presentations and posters

Worsley SR, 9.58c

09:30 Coffee and registration09:50 Opening. Karim Djemame10:00 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 Djemame11:30 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 Session14:00 Consensus-Based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning. Srijoni Majumdar and Evangelos Pournaras14:30 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 ClosingPostersDeep Reinforcement Learning Based-Heterogeneous Task Scheduling in Edge Computing Environment. Latifah Alsalem and Karim DjemameOn the Power Consumption of Serverless Functions: An Evaluation of OpenFaaS - Abdulaziz Alhindi and Karim DjemameEnhancing Resource Allocation in Autonomous Vehicles with Advanced Machine Learning Techniques. Maha Alruwaili and Karim Djemame

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Workshop on Data Science Infrastructures

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