Nicolaescu, AC; Ascigil, O; Psaras, I; (2019) Edge Data Repositories - The design of a store-process-send system at the Edge. In: Proceedings of the 1st ACM CoNEXT Workshop on Emerging in-Network Computing Paradigms. (pp. pp. 41-47). ACM: Association for Computing Machinery: New York, NY, USA.

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Abstract

The Edge of the Internet is currently accommodating large numbers of devices and these numbers will dramatically increase with the advancement of technology. Edge devices and their associated service bandwidth requirements are predicted to become a major problem in the near future. As a result, the popularity of data management, analysis and processing at the edges is also increasing. This paper proposes Edge Data Repositories and their performance analysis. In this context, provide a service quality and resource allocation feedback algorithm for the processing and storage capabilities of Edge Data Repositories. A suitable simulation environment was created for this system, with the help of the ONE Simulator. The simulations were further used to evaluate the Edge Data Repository cluster within different scenarios, providing a range of service models. From there, with the help and adaptation of a few basic networks management concepts, the feedback algorithm was developed. As an initial step, we assess and provide measurable performance feedback for the most essential parts of our envisioned system: network metrics and service and resource status, through this algorithm.

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