DECICE: Device-Edge-Cloud Intelligent Collaboration Framework
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Abstract (arXiv)
DECICE is a Horizon Europe project that is developing an AI-enabled open and portable management framework for automatic and adaptive optimization and deployment of applications in computing continuum encompassing from IoT sensors on the Edge to large-scale Cloud / HPC computing infrastructures. In this paper, we describe the DECICE framework and architecture. Furthermore, we highlight use-cases for framework evaluation: intelligent traffic intersection, magnetic resonance imaging, and emergency response.
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3 of 15 references.
References · 3
- 2018Using Meta-heuristics and Machine Learning for Software Optimization of Parallel Computing Systems: A Systematic Literature Reviewcited by 2
- 2021Optimization of Heterogeneous Systems with AI Planning Heuristics and Machine Learning: A Performance and Energy Aware Approachcited by 2
- 2022Fine-Grained Scheduling for Containerized HPC Workloads in Kubernetes Clusterscited by 1
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