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Edge Intelligence-Research Opportunities for Distributed Computing Continuum Systems

delete2023-07-01
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PRE
AI
V
Víctor Casamayor Pujol
P
Praveen Kumar Donta
A
Andrea Morichetta
I
Ilir Murturi
S
Schahram Dustdar *
DOI:10.1109/MIC.2023.3284693delete
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Abstract

Abstract

En 中文
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.
Keywords:
Manifolds
Cloud computing
Roads
Monitoring
Edge computing
Distributed computing

Journal

IEEE Internet Computing cover
IEEE Internet Computing
IF:
4.4
Papers:
2.0K
Citations:
2.0K

Organization

T
Technische Universitat Wien
Scholars:
1.3W
Papers: 1.1W
Citations: 21