Edge AI in the computing continuum - Consistency and Availability at Early Design Stages.
Talk presenting my latest work about Edge AI in the computing continuum - Consistency and Availability at Early Design Stages at 7th Workshop on Parallel AI and Systems for the Edge
Jun 4, 2025
Towards an Edge Intelligence-Based Traffic Monitoring System
This paper explores urban changes necessitating digital transformation, proposing an Edge Intelligence (EI)-based Traffic Monitoring System (TMS) for smart cities. It advocates for placing intelligence near data sources, showcasing early benefits like enhanced performance and reduced resource usage compared to cloud-centric methods.
Oct 1, 2023
Opportunistic Digital Twin: an Edge Intelligence enabler for Smart City
The paper discusses the importance of Digital Twins (DTs) enhanced by AI, Edge Computing, and IoT. It introduces the concept of "opportunistic" interpretation of DTs, creating dynamic digital replicas of physical objects through AI at the network edge. This approach is demonstrated through a traffic prediction use case, highlighting improved performance and resource efficiency.
Aug 18, 2023
Disclosing Edge Intelligence: A Systematic Meta-Survey
Edge Intelligence (EI) is a new solution for improving IoT services by overcoming cloud computing limitations. To analyze this field, this paper provides a systematic analysis of existing studies using the PRISMA methodology. The paper outlines research questions to explore the past, present, and future directions of EI, as well as its relationship with IoT and cloud computing.
Mar 2, 2023