Architecture

Dedomena is a multi-component enterprise software that enables seamless integration with data sources networks and security requirements, supporting extremely flexible deployments and multiple use cases.

Instead of transmitting data, DEDOMENA.AI´s synthetic backbone deals entirely with synthetic data generators, called synthesizers. This maintains data and network security because production data never leaves the trusted environment and our client-hub infrastructure allows for the generation of any amount of safe, synthetic data.

All the pieces of our technological machinery are deployed and run from European soil in low carbon footprint servers.

Dedomena platform is secure by design and integrates as many security focussed features and practices as possible to ensure the secure, safe and reliable operation of DEDOMENA.AI´s software within its customers infrastructure.

Dedomena products may be provided as a service or as software, although Dedomena aims to provide the most secure software possible, the actual security of a local installation depends on the customer's environment and infrastructure security.

Hardware requirements

The hardware requirements depend on the volume of data to synthesize. Dedomena propose to execute Nucleus Edge in hardware where a GPU is available for better performance, however it can be run in almost all data infrastructures, VM and clouds.

For on-premises deployments, these tiers refer to the requirements for Nucleus Edge component to be executed efficiently:

For cloud deployment, some examples of VMs are provided below; however, any VM with similar memory, CPU and storage capacities would be sufficient:

Software requirements

Supported and tested Operating Systems including minimum version:

• Debian 10 or 11

• Ubuntu 18.04, 20.04 or 22.04

Python Environment

• 3.9

• 3.10

• 3.11

CUDA

• 12.1.x

• 11.8.0

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