DECICE: Device-Edge-Cloud Intelligent Collaboration Framework

Julian Kunkel; Christian Boehme; Jonathan Decker; Fabrizio Magugliani; Dirk Pleiter; Bastian Koller; Karthee Sivalingam; Sabri Pllana; Alexander Nikolov; Mujdat Soyturk; Christian Racca; Andrea Bartolini; Adrian Tate; Berkay Yaman

DECICE: Device-Edge-Cloud Intelligent Collaboration Framework

Distributed, Parallel, and Cluster Computing 2023-05-05 v1 Artificial Intelligence

Authors: Julian Kunkel , Christian Boehme , Jonathan Decker , Fabrizio Magugliani , Dirk Pleiter , Bastian Koller , Karthee Sivalingam , Sabri Pllana , Alexander Nikolov , Mujdat Soyturk , Christian Racca , Andrea Bartolini , Adrian Tate , Berkay Yaman

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Abstract

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.

Keywords

cloud computing intelligent transportation system data processing

Cite

@article{arxiv.2305.02697,
  title  = {DECICE: Device-Edge-Cloud Intelligent Collaboration Framework},
  author = {Julian Kunkel and Christian Boehme and Jonathan Decker and Fabrizio Magugliani and Dirk Pleiter and Bastian Koller and Karthee Sivalingam and Sabri Pllana and Alexander Nikolov and Mujdat Soyturk and Christian Racca and Andrea Bartolini and Adrian Tate and Berkay Yaman},
  journal= {arXiv preprint arXiv:2305.02697},
  year   = {2023}
}

DECICE: Device-Edge-Cloud Intelligent Collaboration Framework

Abstract

Keywords

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