<div class="csl-bib-body">
<div class="csl-entry">Donta, P. K. (2023, July 21). <i>Unleashing the Potential of Distributed Computing Continuum Systems</i> [Conference Presentation]. 2nd China-Austria Innovation Cooperation Exchange Conference & International Symposium on AI and Digital Economy (CAICC-IDIA 2023), Nanjing, Jiangsu Povince, China.</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/189428
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dc.description.abstract
A distributed compute continuum system (DCCS) makes use of interconnected devices to harness collective computing power. As part of this work, unlearning is categorized into monitoring and governing devices, representation learning is used to extract insights, and intelligent data protocols are developed for efficient data exchanges. Effective monitoring ensures that devices operate effectively, or detects potential bottlenecks, which are addressed through governing models. Representation learning can extract meaningful insights from all DCCS data sources, enabling more efficient knowledge extraction and decision-making systems. Further, intelligent data protocols within DCCS facilitate efficient data communication, coordination, and synchronization among the participating devices according to the system's condition. These protocols not only make the system more autonomous but also address several challenges including congestion control, dynamic message expiry, prioritization and message filtering in different data protocols.
en
dc.language.iso
en
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dc.subject
Distributed Computing Continuum Systems
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dc.subject
Representation learning
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dc.subject
Intelligent Data Protocols
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dc.title
Unleashing the Potential of Distributed Computing Continuum Systems
en
dc.type
Presentation
en
dc.type
Vortrag
de
dc.type.category
Conference Presentation
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tuw.publication.invited
invited
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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
0000-0002-8233-6071
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tuw.event.name
2nd China-Austria Innovation Cooperation Exchange Conference & International Symposium on AI and Digital Economy (CAICC-IDIA 2023)
en
tuw.event.startdate
20-07-2023
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tuw.event.enddate
21-07-2023
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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
Nanjing, Jiangsu Povince
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tuw.event.country
CN
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tuw.event.presenter
Donta, Praveen Kumar
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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.languageiso639-1
en
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item.openairetype
conference paper not in proceedings
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item.grantfulltext
none
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item.fulltext
no Fulltext
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item.cerifentitytype
Publications
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item.openairecristype
http://purl.org/coar/resource_type/c_18cp
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crisitem.author.dept
E194-02 - Forschungsbereich Distributed Systems
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crisitem.author.orcid
0000-0002-8233-6071
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crisitem.author.parentorg
E194 - Institut für Information Systems Engineering
