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The MobiSpaces Manifesto on Mobility Data Spaces

on YouTube 17m
Talkat eSAAM 2024 · on Tuesday, 2024-10-22· [machine-learning]

speaker

name:Ioannis Chrysakis
links:none on file

resources

video:https://youtu.be/gnkbiuU5gOk
slides:none on file

summary

MobiSpaces builds a mobility data space stack that already runs two domain pilots (urban buses in Genova and maritime vessel tracking) and exposes ready-to-run services: a central MobSpaces app, a data governance framework and an AI-based data operations toolbox. It uses the Frank Hofer data space connector, implements attribute based access control, RDF triple conversion for cleaning, an edge-focused execution orchestrator and an Edge Analytics Suite offering federated learning, explainable AI and forecasting models (vessel route and future location) that are integrated and being validated.

AI-written summary · about

chapters (8)

  1. 0:00MobiSpaces introduction
  2. 2:11Minimum viable data space
  3. 3:36Project contributions
  4. 5:23Data provider tools
  5. 7:53Edge analytics suite
  6. 9:20Trust and access control
  7. 10:48Summary and future vision
  8. 11:28Q&A

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