Xiao Ma
Cloud Data Technologies, eBay, San Jose, CA 95125, USA.
*Corresponding author: Xiao Ma
Abstract
As cloud-native technologies and microservice architectures continue to evolve, the scale, complexities, and dynamic characteristics of distributed systems have steadily grown in size, yet in a manner that makes it challenging to clearly visualize system runtime states. Conventional methods of monitoring have progressively shown constraints in the localization of faults and reliability. The paper is devoted to inadequate observability when cloud-native distributed architecture operates in practice and, together with high-reliability prerequisites, experiments with designing and implementing an observability architecture. Based on the system architectural characteristics and operational requirements, an observability architecture geared towards multidimensional telemetry data is built. The state of runtime and abnormal behavior perceptions of the system is being improved through the unified data collection, correlation, and analysis processes. The results reveal that the given architecture is effective in enhancing the efficiency of fault localization, reducing operational response time, and positively impacting the stability of the system. The present research offers rich sources to the engineering practice of the observability architecture and high-reliability operation assurance in cloud-native distributed systems.
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Copyright
© 2026 by the author(s).
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives (CC BY-NC-ND) license, which permits non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited and is not modified or adapted.
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How to cite this paper
Research on the Design and Application of Observability Architectures for High-reliability Distributed Systems in Cloud-native Environments
How to cite this paper: Xiao Ma. (2026). Research on the Design and Application of Observability Architectures for High-reliability Distributed Systems in Cloud-native Environments. Engineering Advances, 6(2), 77-80.
DOI: http://dx.doi.org/10.26855/ea.2026.06.004