Research and Implementation of Obtaining Monitoring Indicators for Redis Cluster in Distributed Systems

This paper focuses on the research and implement of obtaining monitoring indicators for Redis cluster in distributed systems. With the rapid development of distributed systems, Redis cluster has become an essential component for handling large - scale data and high - concurrent access. By effectively monitoring Redis cluster, we can ensure its stable operation, optimize performance, and quickly detect and solve potential problems. This paper first analyzes the architecture and working principle of Redis cluster, then elaborates on the key monitoring indicators and their significance. Next, it presents a comprehensive acquisition scheme, including data collection, transmission, and storage methods based on the prometheus. Finally, through experimental verification, the effectiveness and feasibility of the proposed scheme are demonstrated.

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Publication Details

Published
2025-02-28
DOI
https://doi.org/10.1109/iccece65250.2025.10985177
Primary Topic
Advanced Decision-Making Techniques
Type
article
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Research and Implementation of Obtaining Monitoring Indicators for Redis Cluster in Distributed Systems

Hongfei Hu, Xiaohua Zhang, Yimei Xu
Advanced Decision-Making Techniques
article

Research and Implementation of Obtaining Monitoring Indicators for Redis Cluster in Distributed Systems

Hongfei Hu, Xiaohua Zhang, Yimei Xu
article en

Abstract

This paper focuses on the research and implement of obtaining monitoring indicators for Redis cluster in distributed systems. With the rapid development of distributed systems, Redis cluster has become an essential component for handling large - scale data and high - concurrent access. By effectively monitoring Redis cluster, we can ensure its stable operation, optimize performance, and quickly detect and solve potential problems. This paper first analyzes the architecture and working principle of Redis cluster, then elaborates on the key monitoring indicators and their significance. Next, it presents a comprehensive acquisition scheme, including data collection, transmission, and storage methods based on the prometheus. Finally, through experimental verification, the effectiveness and feasibility of the proposed scheme are demonstrated.

Openalex Percentile: Top 86%
Advanced Decision-Making Techniques
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