Measurements and Analysis of MQTT Response Times in Cloud and Edge with 5G and Wi-Fi 6

Cloud and edge computing play a crucial role in enabling the intelligence of Industry 4.0, while wireless tech-nologies like 5G and Wi-Fi 6 enhance its flexibility. However, selecting the appropriate technologies is nontrivial. In this paper, we present our measurements (over 360 hours) and analysis of response times in cloud and edge computing using different network access methods. We provide recommendations for tech-nology selection based on our findings. Our results highlight the unique advantages of 5G and Wi-Fi 6 at different percentiles, and the characteristics of cloud and edge computing in terms of workload processing and network propagation. The choice between these technologies should consider the Quality of Service (QoS) requirements and processing workloads of applications, as well as the computational resources of edge and cloud servers.

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Published
2024-10-21
DOI
https://doi.org/10.1109/wimob61911.2024.10770400
Citations
1
Primary Topic
Telecommunications and Broadcasting Technologies
Type
article
Field-Weighted Citation Impact
0.32
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Measurements and Analysis of MQTT Response Times in Cloud and Edge with 5G and Wi-Fi 6

Sebastian Bro Damsgaard, Weifan Zhang, Sokol Kosta, Preben Mogensen
1 citations
Telecommunications and Broadcasting Technologies
0.32
article

Measurements and Analysis of MQTT Response Times in Cloud and Edge with 5G and Wi-Fi 6

Sebastian Bro Damsgaard, Weifan Zhang, Sokol Kosta, Preben Mogensen
article en
1 citations

Abstract

Cloud and edge computing play a crucial role in enabling the intelligence of Industry 4.0, while wireless tech-nologies like 5G and Wi-Fi 6 enhance its flexibility. However, selecting the appropriate technologies is nontrivial. In this paper, we present our measurements (over 360 hours) and analysis of response times in cloud and edge computing using different network access methods. We provide recommendations for tech-nology selection based on our findings. Our results highlight the unique advantages of 5G and Wi-Fi 6 at different percentiles, and the characteristics of cloud and edge computing in terms of workload processing and network propagation. The choice between these technologies should consider the Quality of Service (QoS) requirements and processing workloads of applications, as well as the computational resources of edge and cloud servers.

Aalborg University (DK)
Climate action
Openalex Percentile: Top 34%
Telecommunications and Broadcasting Technologies
0.32
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