New approaches for decentralized, federated and sustainable AI data processing (RIA)

Forthcoming

This is the status published by the official source.

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Expected Outcome:
Project results are expected to contribute to developing new approaches, tools and techniques that overcome the obstacles of today's centralised AI compute techniques: limits in the availability of energy and AI compute capacity in centralised standalone environments, limited availability of types of AI chips, data quality and security and latency in AI data processing. The ultimate objective is to help overcome EU’s AI compute capacity bottlenecks by offering alternative decentralised and sustainable AI compute models that enable exploitation of diverse hardware processing architectures and scaling approaches.
Scope:
This topic focusses on technologies and techniques that enable AI data processing to leverage distributed compute resources across the cloud and edge computing continuum throughout the whole AI model lifecycle from data collection, training, fine-tuning, and deployment. To overpass today’s state of the art in the area, the considered research areas include:

• To research on distributed, decentralised, and federated “compute continuum” enabled AI architectures beyond federated learning and integrating model compression tools and new mechanisms to enable AI data processing to scale across multiple and diverse computing infrastructures.
• Development, deployment, and operation of AI workflows across heterogeneous and distributed infrastructures along the compute continuum (edge, cloud, HPC), including the possibility of incorporating innovative computing paradigms (neuromorphic and quantum computing) and hardware efficiency enhancements ((e.g., including in-memory computing, and hardware and software approximation).
• Novel methods and techniques to improve data availability and consistency for decentralised AI data processing. These consider tools to ensure data quality (e.g. prevention of data sets imbalance or inconsistency across distributed data sources), volume optimisation for data transfers across environments, and distributed data management, all while preserving data privacy and preventing data leaks (e.g. via advanced cryptographic protection such as post-quantum cryptography for resistance to emerging quantum threats).
• New tools and mechanisms to measure, monitor and improve end-to-end energy efficiency and sustainability of AI data processing across the compute continuum, including the exploration of energy and sustainability implications of the heterogeneous AI processing architectures and their impact in the compute infrastructure design and long-term sustainability. Successful project proposals should showcase proposed developments in at least two complementary use cases in different domains. These use cases should demonstrate the value gained and potential impact of project achievements in real-world situations, as well as address key applications and sectors critical to Europe's competitiveness. Use cases should provide compelling examples and scenarios and cater for the reproducibility of results' added value and impact in additional economic sectors.
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Activities are expected to start at TRL 3 and achieve TRL 6-7 by the end of the project – see General Annex B.

Status

Forthcoming

Deadline

18 March 2027 (time not stated)

Opens

17 November 2026

Published

12 December 2025

Total budget

€35,000,000

Grant range

€17,500,000 – €17,500,000

Country

European Union (EU-wide)

Programme

Horizon Europe (HORIZON)

Funder

European Commission

Official page

Open at the source portal

What applying involves

13 steps, all of them taken from this call's own documents.

Understand the call

• Read the call on the source portal and download its documents
• Write the proposal against the award criteria and thresholds standard for this programme

  are described in Annex D of the Work Programme General Annexes — conditions §5a

• Check the grant's legal and financial set-up standard for this programme

  described in Annex G of the Work Programme General Annexes. Specific conditions described in the [specific topic of the Work Programme] Application and evaluation forms and model grant agreement (MGA): Application form templates — the application form specific to this call is available in the Submission System Standard application form (HE RIA, IA) Evaluation form templates — will be used with the necessary adaptations Standard evaluation form (HE RIA, IA) Guidance HE … — conditions §6

• Note the opening date — a proposal cannot be submitted before it
• Check the amount you plan to request against the call's range

Check you are eligible

• Check your country of establishment is eligible

  The source scopes this to EU Member States and Associated Countries. — ai_results.eligibility

• Confirm your technology readiness level against the range the call states
• Check every partner is established in an eligible country standard for this programme

  described in Annex B of the Work Programme General Annexes. A number of non-EU/non-Associated Countries that are not automatically eligible for funding have made specific provisions for making funding available for their participants in Horizon Europe projects. See the information in the Horizon Europe Programme Guide — conditions §2

• Meet the call's other eligibility conditions

  In order to achieve the expected outcomes, and safeguard the Union’s strategic assets, interests, autonomy, and security, it is important to avoid a situation of technological dependency on a non-EU source, in a global context that requires the EU to take action to build on its strengths, and to carefully assess and address any strategic weaknesses, vulnerabilities and high-risk dependencies which put at risk the attainment of its ambitions. For this reason, participation is … — conditions §3

• Be able to show financial and operational capacity standard for this programme

  described in Annex C of the Work Programme General Annexes — conditions §4

Prepare the documents

• Prepare Part B of the Application Form standard for this programme

  Proposal page limits and layout: described in Part B of the Application Form available in the Submission System. — conditions

Submit

• Check the submission and evaluation process standard for this programme

  are described in Annex F of the Work Programme General Annexes and the Online Manual — conditions §5b

• Submit before the closing date shown above

  The source states the closing day but no closing time — check the portal before the last day. — calls.deadline

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