JAN 28 2026
Machine learning in edge-cloud systems: Ubiwhere showcased the EDGELESS and MLSysOps projects at the HiPEAC Conference 2026
Ubiwhere participated in the HiPEAC Conference 2026, held from the 26th to the 28th of January. The event was held in Kraków, one of Europe’s most prominent technology hubs, and brought together experts from academia and industry to discuss key challenges and emerging trends in areas such as cyber-physical systems, cybersecurity, energy efficiency, and machine learning. Ubiwhere’s contribution focused on disseminating the EDGELESS and MLSysOps projects.
Throughout the conference, Ubiwhere stood out through its presentations on the EDGELESS and MLSysOps projects, both centred on the application of machine learning techniques in edge-cloud environments. These projects attracted particular interest for their approach to addressing critical challenges, including scalability, intelligent orchestration, operational efficiency, and advanced management of distributed systems, thereby contributing to more robust, adaptive, and sustainable architectures.
As a member of both projects’ consortium, Ubiwhere was represented by Bruno Pereira, Project Manager, and Bruno Feitais, Embedded Systems Engineer, who served as speakers in the session ’ML4ECS: Machine Learning for Edge-Cloud Systems’, held on the 26th of January. During this session, results, Ubiwhere’s contributions and the technical approaches developed and validated within both projects were presented.
Within the scope of the EDGELESS project, Ubiwhere presented its contribution to the development of an autonomous smart city surveillance pilot, supported by edge computing solutions that enable more efficient and distributed data analysis. Regarding the dissemination of the MLSysOps project, the work on analysing energy efficiency in Smart City use cases was presented, with a focus on pedestrian safety, emergency detection, demand pattern analysis, and rapid response to critical situations.
Ubiwhere’s participation in HiPEAC 2026 aimed to highlight the importance of technological innovation and to present projects aligned with the future challenges of cyber-physical systems, edge computing and smart cities.
