The interTwin Digital Twin Engine (DTE) Core Modules enable the development and management of data-driven and compute-intensive applications by providing capabilities such as workflow composition, data fusion, AI workflow and method lifecycle management, real time acquisition and data analytics, validation, verification, and uncertainty tracing for model quality.
Core components include the Infrastructure Manager for deploying Digital Twins, OSCAR for triggering real-time jobs in Kubernetes, and SQAaaS for automated quality assurance in ML workflows. Ophidia supports multidimensional data analytics with provenance tracking, while yProv manages workflow traceability in coordination with SQAaaS, openEO, and Ophidia. openEO provides an API for Earth Observation workflows, now enhanced for real-time data via OSCAR. To support scalable ML, the itwinai Toolkit offers an open-source solution for running ML workloads on HPC and cloud systems, featuring unified logging, provenance tracking, and quality metrics.
The interTwin Digital Twin Engine (DTE) Infrastructure Modules have the role to implement all the capabilities needed by Digital Twins to effectively exploit computing resources.
In summary:
- Provide software solutions to enable resources provisioning on a wide range of compute providers to implement a digital continuum: interlink
- Support data access, data management and to support real time data processing, in a federated environment: Teapot, ALISE, FTS3, RUCIO, Onedata S3,
- Provide services and tools to enable the automated storage and compute resources orchestration enhancing the automatic and intelligent identification of the best provider either based on static and dynamic metrics: APEL Accounting; Kubernetes Usage Accounting Probe, AI Based Orchestrator,
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The interTwin Digital Twin Engine (DTE) Thematic Modules are a collection of specialised software components designed and developed by the scientific communities themselves – the ones participating in the project, from across the environmental and physics domains. These modules provide the domain-specific tools and intelligence that transform the DTE from a powerful framework into a […]
The available central services and infrastructure testbeds are available via the website.
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