DECICE Architecture Components‌‌‌ Sample Clauses

DECICE Architecture Components‌‌‌. 7.3.1 Dynamic Digital Twin This section documents the requirements for the Dynamic Digital Twin. There are various definitions of Digital Twin (DT) used in industry and academia [Xxx+20]. In the context of the DECICE project, we investigated the state of the art of digital twins and have arrived at a definition for a digital twin, which will be discussed in the following. A Digital Twin is an advanced model that represents the current and historical status of a system. A system managed by the DECICE framework may span across a compute continuum, including Cloud, HPC, Edge, and IoT devices. A Digital Twin is a digital representation of an intended or actual real- world physical product, system, or process (a physical/real twin/entity) that serves as the digital counterpart of it for practical purposes, such as simulation, testing, monitoring, forecasting, and maintenance. With respect to DECICE innovation on the management of the computing continuum, the digital representation, which is the core of the Digital Twin, can be expanded with additional modules that support visualization, feature extractions, forecasting, and simulation. In this definition of a Digital Twin, there are two main components: (1) the core Digital Twin, and (2) the Digital Twin modules. A functional Digital Twin may include baseline data about the infrastructure and live data collected from sensors, as well as automatically collected and updated system characteristics. It can be used for facilitating analysis and decision-making processes as well as data augmentation and training of data-driven computing continuum policies/optimizations (like AI scheduler and Control Manager). The remainder of the section is structured as follows: (I) Digital Twin key definitions in Software- oriented-Architecture (SoA) and DECICE, (II) DECICE digital twin requirements.
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