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End-to-End Service Availability in Heterogeneous Multi-Tier Cloud–Fog–Edge Networks

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  • Igor Kabashkin

    (Transport and Telecommunication Institute, LV-1019 Riga, Latvia)

Abstract

With the evolution towards the interconnected future internet spanning satellites, aerial systems, terrestrial infrastructure, and oceanic networks, availability modeling becomes imperative to ensure reliable service. This paper presents a methodology to assess end-to-end availability in complex multi-tiered architectures using a Markov model tailored to the unique characteristics of cloud, fog, edge, and IoT layers. By quantifying individual tier reliability and combinations thereof, the approach enables setting availability targets during the design and evaluation of operational systems. In the paper, a methodology is proposed to construct a Markov model for the reliability of discrete tiers and end-to-end service availability in heterogeneous multi-tier cloud–fog–edge networks, and the model is demonstrated through numerical examples assessing availability in multi-tier networks. The numerical examples demonstrate the adaptability of the model to various topologies from conventional three-tier to arbitrary multi-level architectures. As connectivity becomes ubiquitous across heterogeneous devices and networks, the proposed approach and availability modeling provide an effective tool for reinforcing the future internet’s fault tolerance and service quality.

Suggested Citation

  • Igor Kabashkin, 2023. "End-to-End Service Availability in Heterogeneous Multi-Tier Cloud–Fog–Edge Networks," Future Internet, MDPI, vol. 15(10), pages 1-23, October.
    • Handle: RePEc:gam:jftint:v:15:y:2023:i:10:p:329-:d:1254409
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    References listed on IDEAS

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    1. Iain J. Fraser & Martin Müller & Julia Schwarzkopf, 2020. "Transparency for Multi-Tier Sustainable Supply Chain Management: A Case Study of a Multi-tier Transparency Approach for SSCM in the Automotive Industry," Sustainability, MDPI, vol. 12(5), pages 1-24, February.
    2. Isaías González & Antonio José Calderón & José María Portalo, 2021. "Innovative Multi-Layered Architecture for Heterogeneous Automation and Monitoring Systems: Application Case of a Photovoltaic Smart Microgrid," Sustainability, MDPI, vol. 13(4), pages 1-24, February.
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