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Q5/21AI MULTIMEDIA
STANDARDS INDEX

THEME 08 · Federated Learning & Distributed AI

Federated Learning & Distributed AI

Explore model collaboration across participants and the architecture and evaluation of device-edge-cloud systems.

ITU category ↗

READING PATH

What does this theme explore?

01

Federated learning frameworks

02

Federated learning evaluation

03

Distributed intelligence architectures

Federated learningParticipantsContribution evaluationDistributed intelligence

Introductions and reading paths are editorial summaries. Consult the originals for the official scope.

01

Related records

Browse this theme
02

Diagrams, animations & videos

Diagram · media to be added
image

Federated & distributed AI · Concept diagram

Architectural relationships between participants, coordinators, devices, edge and cloud

Animation · media to be added
animation

Federated & distributed AI · Process animation

How data locations and model updates relate in collaborative learning

Video · media to be added
video

Federated & distributed AI · Introduction & case video

Federated learning and distributed application examples

QUESTIONS TO EXPLORE

Questions for further reading

  • How do federated learning platforms differ from service evaluation?
  • Which records address device-edge-cloud collaboration?

Knowledge Q&A is being prepared. For now, explore the catalog and original sources.

Questions answered from ITU sources