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Communication Dans Un Congrès Année : 2023

Services Orchestration at the Edge and in the Cloud on Energy-Aware Precision Beekeeping Systems

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Precision Beekeeping is a subfield of Precision Agriculture. It collects data on colonies of bees using sensors to assist beekeepers and preserve bees. The existing solutions include collecting voluminous data, such as images and sound, from up close or inside a beehive. The collection, transfer, and processing of such data are energy-intensive processes. However, most Precision Beekeeping systems work under a limited energy budget. Thus, such systems must take this constraint into account. This article focuses on the placement of energy-aware Precision Beekeeping services at the edge and in the cloud. We deploy a set of smart beehives in order to conduct experiments and collect real data. Then, we simulate large-scale systems with embedded services to add more realism to the experimental study. Our results show that parameters like the number of smart beehives, the frequency of data collection, and the characteristics of the cloud server impact the placement of these services to enhance energy efficiency.
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hal-04091575 , version 1 (08-05-2023)

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Hugo Hadjur, Laurent Lefèvre, Doreid Ammar. Services Orchestration at the Edge and in the Cloud on Energy-Aware Precision Beekeeping Systems. PAISE 2023: 5th Workshop on Parallel AI and Systems for the Edge - co-conducted with IPDPS 2023, May 2023, St. Petersburg, FL, United States. ⟨10.1109/IPDPSW59300.2023.00129⟩. ⟨hal-04091575⟩
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