Digital Twin for Datacenter: HPC4AI UniTO case study

Authors: Viviana Vaccaro, Robert Birke, Silvia Meschini, Lavinia Chiara Tagliabue, Sergio Rabellino, Pablo Vicente Legazpi and Marco Andinucci. Abstract. The HPC4AI datacenter at the University of Turin’s Computer Science Department was established to meet the rapidly growing computational demands of interdisciplinary AI research. HPC4AI innovates by redefining the traditional roles of Cloud and High-Performance Computing […]

EIC cooling portfolio strategic plan

In 2023, the European Innovation Council (EIC) launched the Pathfinder Challenge call “Clean and efficient cooling” aiming to develop a range of breakthrough technology solutions for cooling to improve efficiencies, minimize the use of CRM, and explore system integration opportunities. The objective of the call was to fund new technologies in the field of cooling […]

Energy Data Center Monitoring and Management with EAR

Full paper available at: https://dl.acm.org/doi/10.1145/3679240.3735105 This is a preprint also available at https://www.researchgate.net/publication/392757588_Energy_Data_Center_Monitoring_and_Management_with_EAR Abstract: Data centre monitoring and optimisation can be done by several individual, unrelated tools, each one offering its best effort, with potential overlap but also some missing features. In the EAR project, we believe that maximum efficiency can be obtained with a […]

TabWak: A Watermark for Tabular Diffusion Models- Poster

Poster presented at the Thirteenth International Conference on Learning Representations, ICLR 2025.

TabWak: A watermark for tabular diffusion models

Authors: Chaoyi Zhu, Jiayi Tang, Jeroen Galjaard, Pin-Yu Chen, Robert Birke, Cornelis Bos, Lydia Y. Chen Abstract: Synthetic data offers alternatives for data augmentation and sharing. Till date, it remains unknown how to use watermarking techniques to trace and audit synthetic tables generated by tabular diffusion models to mitigate potential misuses. In this paper, we […]