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Agentic Edge Intelligence: A Research Agenda
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A4 Artikkeli konferenssijulkaisussa
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en
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6
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Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025
Abstract
Agentic AI is rapidly transforming autonomous decision-making, yet its deployment across the edge-cloud continuum remains poorly understood. This paper introduces the concept of agentic edge intelligence, an emerging paradigm in which autonomous agents operate across the computing continuum to negotiate computational resources, data, and services within dynamic digital marketplaces. We position this concept at the intersection of edge intelligence, multi-agent systems, and computational economics, where distributed decision-making replaces centralized orchestration. The paper outlines key research challenges, including scalability, interoperability, market stability, and ethical governance, and proposes a research agenda addressing theoretical, architectural, and societal dimensions. By integrating mechanism design with trustworthy AI and edge computing, the real-time AI economy envisions a self-organizing infrastructure for efficient, transparent, and equitable resource exchange in future digital ecosystems.
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Publisher Copyright: © 2025 Copyright held by the owner/author(s).
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Lovén, L, Farahani, R, Murturi, I, Sigg, S & Dustdar, S 2025, Agentic Edge Intelligence: A Research Agenda. in Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025., 66, Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2025, ACM, IEEE/ACM International Conference on Utility and Cloud Computing, Nantes, France, 01/12/2025. https://doi.org/10.1145/3773274.3777421