AI IN SECURE PRIVACY-PRESERVING COMPUTING CONTINUUM

AI-SPRINT defines a novel framework for the design and operation of AI applications in computing continua.

AI-SPRINT goes beyond supporting AI applications development by enabling the seamless design and partition of AI applications among the plethora of cloud-based solutions and AI-based sensor devices, providing security and privacy guarantees.

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Components

The AI-SPRINT components include design tools, runtime framework and deployable infrastructures used to build the project's architectural infrastructure

Use Cases

AI-SPRINT - Unleashing the potential of Artificial Intelligence and Edge Computing in three thematic use cases

AI-SPRINT Goals

Creating new tools for the development of AI applications whose components will run seamlessly and securely across distributed heterogeneous infrastructures.
Providing advanced strategies to design and optimally partition AI models considering model accuracy, application performance, security and privacy constraints.
Delivering solutions for the agile delivery and secure automatic deployment and execution of AI applications and models across the cloud-edge continuum while preserving the privacy of users’ data.
Implementing a runtime environment to monitor application executions with data load variations of sensor streams or component failures.
Supporting continuous training and application architecture enhancement to add fresh data to AI applications, exploiting novel edge AI-based sensor capabilities.

The AI-SPRINT Alliance is composed of a group of experts that adopts the AI-SPRINT components and tools with technical support from the project's partners, offering benefits from both AI and Edge European Innovations demand and supply sides.

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Driving innovation

AI-SPRINT comes into play as a framework for developing AI applications.

The new EU research initiative set to drive innovation for Artificial Intelligence applications in cloud and edge environments.

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News

2023

Sustainable agriculture thanks to AI

Thanks to the Farming4.0 use case, the AI-SPRINT team is bringing positive environmental, social and health impacts. Learn more by reading the news...

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2023

Webinar report: Computing Continuum and the role of AI as a complementary technology: European market forecast and insights

In collaboration with the EuCloudEdgeIoT initiative, AI-SPRINT conducted an online webinar on the 24 May 2023 to offer valuable insights market trend...

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2023

Computing in the Cloud Continuum: Technological challenges, killer applications and future trends

On 16 April 2023, as part of the FastContinuum 2023 workshop, experts in the cloud continuum field, were invited to showcase their points of view on...

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2023

6th Annual Parallel Applications Workshop, Alternatives To MPI+X

PAW-ATM is a forum for discussing HPC applications written in alternatives to MPI+X. Its goal is to bring together application experts and proponents...

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2023

OSCAR in the EOSC Marketplace

The AI-SPRINT partners, from Universitat Politècnica de València (UPV) and Politecnico di Milano (POLIMI), involved in the OSCAR development, and the...

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Events