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Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. (arXiv:2205.01423v1 [cs.MA])
cs.LG updates on arXiv.org arxiv.org
Future AI applications require performance, reliability and privacy that the
existing, cloud-dependant system architectures cannot provide. In this article,
we study orchestration in the device-edge-cloud continuum, and focus on AI for
edge, that is, the AI methods used in resource orchestration. We claim that to
support the constantly growing requirements of intelligent applications in the
device-edge-cloud computing continuum, resource orchestration needs to embrace
edge AI and emphasize local autonomy and intelligence. To justify the claim, we
provide a general definition …
arxiv autonomy challenges computing future intelligence orchestration