<div class="csl-bib-body">
<div class="csl-entry">Morichetta, A. (2025, May 26). <i>Trustworthy and Explainable Learning in Modern Distributed Applications</i> [Keynote Presentation]. 2nd International Workshop on Trustworthy and eXplainable Artificial Intelligence for Networks (TX4Nets) co-located with IFIP/IEEE Networking 2025, Limassol, Cyprus. http://hdl.handle.net/20.500.12708/227082</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/227082
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dc.description.abstract
Modern applications are no longer isolated or static, but deeply interconnected. They traverse multiple layers, spanning from cloud to edge, and interact with a growing. The size and complexity of their building parts, i.e., data, logic, and infrastructure, are unprecedented. This evolution requires learning mechanisms for automating and coordinating the functioning of such wide systems. Still, these learned models have to be not only dynamic and precise, but — very importantly — trustworthy and transparent. It is essential to develop tools and strategies to understand how decisions were made and build a solid trust in the automated components that manage such systems to achieve this objective. This keynote will look into these aspects, highlighting methods for explainability for modern distributed systems, spanning from network traffic to distributed applications on cloud infrastructure, looking at where the understanding of their functioning, plus the trust, play an essential role.
en
dc.description.sponsorship
European Commission
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dc.language.iso
en
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dc.subject
Trustworthiness
en
dc.subject
explainability
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dc.subject
distributed systems
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dc.subject
Artificial Intelligence
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dc.title
Trustworthy and Explainable Learning in Modern Distributed Applications
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dc.type
Presentation
en
dc.type
Vortrag
de
dc.relation.grantno
101135576
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dc.type.category
Keynote Presentation
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tuw.publication.invited
invited
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tuw.project.title
Intent-based data operation in the computing continuum
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tuw.researchTopic.id
I4
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tuw.researchTopic.name
Information Systems Engineering
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tuw.researchTopic.value
100
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tuw.publication.orgunit
E194-02 - Forschungsbereich Distributed Systems
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tuw.author.orcid
0000-0003-3765-3067
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tuw.event.name
2nd International Workshop on Trustworthy and eXplainable Artificial Intelligence for Networks (TX4Nets) co-located with IFIP/IEEE Networking 2025
en
tuw.event.startdate
25-05-2025
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tuw.event.enddate
29-05-2025
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tuw.event.online
On Site
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tuw.event.type
Event for scientific audience
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tuw.event.place
Limassol
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tuw.event.country
CY
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tuw.event.presenter
Morichetta, Andrea
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wb.sciencebranch
Informatik
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wb.sciencebranch.oefos
1020
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wb.sciencebranch.value
100
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item.fulltext
no Fulltext
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item.grantfulltext
none
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item.openairecristype
http://purl.org/coar/resource_type/c_18cp
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item.cerifentitytype
Publications
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item.languageiso639-1
en
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item.openairetype
conference paper not in proceedings
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crisitem.author.dept
E194-02 - Forschungsbereich Distributed Systems
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crisitem.author.orcid
0000-0003-3765-3067
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crisitem.author.parentorg
E194 - Institut für Information Systems Engineering
