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Towards a Methodology for Benchmarking Edge Processing Frameworks

Pedro Silva 1 Alexandru Costan 1 Gabriel Antoniu 1 
1 KerData - Scalable Storage for Clouds and Beyond
Inria Rennes – Bretagne Atlantique , IRISA-D1 - SYSTÈMES LARGE ÉCHELLE
Abstract : With the spectacular growth of the Internet of Things, edge processing emerged as a relevant means to offload data processing and analytics from centralized Clouds to the devices that serve as data sources (often provided with some processing capabilities). While a large plethora of frameworks for edge processing were recently proposed, the distributed systems community has no clear means today to discriminate between them. Some preliminary surveys exist, focusing on a feature-based comparison. We claim that a step further is needed, to enable a performance-based comparison. To this purpose, the definition of a benchmark is a necessity. In this short paper, we make a step towards the definition of a methodology for benchmarking Edge processing frameworks.
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Submitted on : Wednesday, October 9, 2019 - 10:34:31 PM
Last modification on : Saturday, August 6, 2022 - 3:32:54 AM



Pedro Silva, Alexandru Costan, Gabriel Antoniu. Towards a Methodology for Benchmarking Edge Processing Frameworks. IPDPSW 2019 - IEEE International Parallel and Distributed Processing Symposium Workshops, May 2019, Rio de Janeiro, Brazil. pp.904-907, ⟨10.1109/IPDPSW.2019.00149⟩. ⟨hal-02310154⟩



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