SHORT CV AT A GLANCE
Current Position
Associate Professor, Politecnico di Milano, Milano, ITALY
Research Interests
Research in adaptation and automatic learned adaptive systems. Focus on energy efficiency and sustainability of service-oriented applications in data centers and clouds. Interest in mining information from data collected through monitoring.
| Green IS | Inf. Sys. Monitoring | DaaS in Fog |
| Energy-efficiency aware Information Systems. Detect undesired situations and select proper repair action using an adaptive decision system | Enable monitorability of applications. Discover hidden relations between monitoring data. Build prediction models. Apply techniques to reduce the volume of monitoring data | Move computation and/or data nearer to the users to improve Data Utility (QoS and Data Quality). Support the selection of the most suitable data source and manage data and computation movement for SLA satisfaction |
| Green Artificial Intelligence | Big Data Quality | Applications in the Cloud Continuum |
| Reduce the environmental impact of AI (deep learning, federated learning, LLMs) with a data centric approach | Context-aware assessment of data quality for Big Data. Definition of new metrics and new techniques for assessing data quality with Big Data and limited time | Improving energy efficiency and quality of service of cloud native applications in heterogeneous cloud-edge infrastructures |