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Other literature type . 2026
License: CC BY
Data sources: ZENODO
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Presentation . 2026
License: CC BY
Data sources: Datacite
ZENODO
Presentation . 2026
License: CC BY
Data sources: Datacite
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CEI-Sphere Webinar "Understanding the CEI ecosystem via the Hourglass Model" (Slides)

Authors: Giuffrida, Maria; Kung, Antonio; Lacalle Úbeda, Ignacio; Valiño, Javier; Vuotto, Veronica;

CEI-Sphere Webinar "Understanding the CEI ecosystem via the Hourglass Model" (Slides)

Abstract

Digital ecosystems spanning Cloud, Edge and IoT are becoming increasingly complex. Energy, mobility, manufacturing and smart city systems now rely on a dense mesh of technologies, platforms, standards and stakeholders that must work together seamlessly. Yet understanding how these elements connect, and where organisations truly sit within this landscape, remains a major challenge. This webinar introduces the Hourglass Model, developed within CEI-Sphere, as a practical framework to help stakeholders make sense of complex digital ecosystems. By visualising how capabilities, platforms and actors align across layers, the model provides a shared language for collaboration, innovation and strategic positioning.Check the slides of the webinar.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average