This paper introduces ERAIA, an actor-based framework that provides a novel basis for building intelligence and data pipelines. ERAIA facilitates the deployment and migration of distributed AI computations for heterogeneous and dynamic IoT scenarios. An implementation description is accompanied by relevant performance evaluations to demonstrate the flexibility and scalability of the solution. ERAIA provides an interface to expand the scope of existing IoT systems as Application Enablement Platform, which accelerates the development of AI-based IoT solutions.
Full abstract in IEEE Xplore, DOI: 10.1109/PerCom45495.2020.9127385
Authors
Aitor Hernandez, Bin Xiao, Valentin Tudor.
Published in 2020 IEEE International Conference on Pervasive Computing and Communications (PerCom), Austin, Texas, USA, March 23-27, 2020.
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