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Building a Digital-Twin from Scratch - The Case Study of CINECA Datacenter
DescriptionIn this talk, we will explore the development of a digital twin for High-Performance Computing (HPC) systems, using the CINECA datacenter in Bologna as a case study. Digital twins provide a virtual replica of the physical system, enabling real-time monitoring, simulation, and optimization. We will discuss the monitoring infrastructure necessary to collect and process system data, as well as how predictive models are used to enhance predictive maintenance. Furthermore, we will examine the development of energy and power prediction models, focusing on optimizing both the system’s energy consumption and workload performance. Attendees will gain insights into how these digital twin models improve system resilience, efficiency, and sustainability.
