Workshop on Data Science Infrastructures
About this Event
The Data Science Infrastructures Programme stands up an infrastructure stack from applications, programming models, middleware, virtualisation to hardware which is applied to a variety of real-world problems across Health, Societies and Environment. Of particular interest of the programme is the exploration of the usability of infrastructure clouds from the perspective of Artificial Intelligence/Machine Learning and other data science applications.
The workshop will provide a stimulating environment for academics, researchers, Post-Docs, PhD students and industry collaborators. Participants will also have the chance to present their results with talks, and to interact with colleagues in a convivial and productive environment.
Programme
09:45 - Arrival and Coffee
10:15 - Opening. Karim Djemame
10:30 - Towards Intelligent and Secure Edge AI Systems (Guest talk). Bo Wei, Newcastle University.
11:00 - Cooperative Flexibility Exchange: Fair and Comfort-Aware Decentralized Resource Allocation. Rabiya Khalid and Evangelos Pournaras
11:30 - Employing LLMs to Analyse Cloud/Edge Open Standards. Antonio Alberti
12:00 - Title TBA. Arshad Jhumka.
12:30 - Lunch
13:45 - Disk-aware KV Cache Offloading for Long-Context On-device Inference. Huawei Zhang and Zheng Wang.
14:15 - Flow-Aware, Machine Learning-Driven Mapping for Serverless Software Defined Networks. Abdulaziz Alhindi and Karim Djemame
14:30 - On-Device Domain Adaptation for Medical Imaging. Md Ishan Arefin Hossain
14:45 - Enhancing Real-Time Performance in Digital Communications using Machine Learning. Miguel Boing -
15:00 - A GPU Memory Allocator with Device-Side Page Table Materialization and Deferred TLB Coherence. Chunwei Xia
15:30 - Open discussion
16:00 - Closing
Where is it happening?
Event Location & Nearby Stays:
GBP 0.00
