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MONITORING OF EDGE DEVICES BASED ON KUBERNETES TECHNOLOGIES

Kosenkov Vitaly Vladimirovich  (Students of St. Petersburg State University. Prof. M. A. Bonch-Bruevich)

The concept of "Internet of Things" is widely used in various life applications, from the home to large cities, where there are many peripheral devices to facilitate edge computing. In this article, as a goal, an attempt is made to use Kubernetes to create an environment for collecting the usage status of internal resources of various node devices and implementing monitoring with visualization. Deep learning models are deployed on heterogeneous devices to evaluate and validate performance. In this experiment, Kubernetes used Docker containers to deploy all applications. Then, all the data can be visualized via Grafana or Prometheus.

Keywords:Monitoring; Prometheus; Grafana; Kubernetes; Devops
 

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Citation link:
Kosenkov V. V. MONITORING OF EDGE DEVICES BASED ON KUBERNETES TECHNOLOGIES // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2023. -№06/2. -С. 101-104 DOI 10.37882/2223-2966.2023.6-2.22
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