Edge Intelligence-Research Opportunities for Distributed Computing Continuum Systems

Edge intelligence and, by extension, any distributed computing continuum system will bring to our future society a plethora of new and useful applications, which will certainly revolutionize our way of living. Nevertheless, managing these systems challenges all previously developed technologies for...

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Veröffentlicht in:IEEE internet computing 2023-07, Vol.27 (4), p.53-74
Hauptverfasser: Pujol, Victor Casamayor, Donta, Praveen Kumar, Morichetta, Andrea, Murturi, Ilir, Dustdar, Schahram
Format: Artikel
Sprache:eng
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Zusammenfassung:Edge intelligence and, by extension, any distributed computing continuum system will bring to our future society a plethora of new and useful applications, which will certainly revolutionize our way of living. Nevertheless, managing these systems challenges all previously developed technologies for Internet-distributed systems. In this regard, this article presents a set of techniques and concepts that can help manage these systems; these are framed in the main paradigm for autonomic computing, the well-known monitor–analyze–plan–execute over shared knowledge, or MAPE-K. All in all, this article aims at unveiling research opportunities for these new systems, encouraging the community to work together toward new technologies to make edge intelligence a reality.
ISSN:1089-7801
1941-0131
1941-0131
DOI:10.1109/MIC.2023.3284693