System Analysis of Monitoring and Logging Tools in Web Environments

Аннотация

The article is devoted to a systematic analysis SUBMITED 31 July 2025 ACCEPTED 08 August 2025 of modern monitoring and logging tools widely used in PUBLISHED 23 August 2025 web application environments, such as Prometheus, VOLUME Vol.07 Issue 08 2025 Grafana, Datadog, AWS CloudWatch, ELK stack (Elasticsearch, Logstash, Kibana), and New Relic. Its CITATION Anastasiia Perih. (2025). System Analysis of Monitoring and Logging Tools in relevance lies in the necessity to efficiently manage Web Environments. The American Journal of Engineering and Technology, 7(8), 275–284. https://doi.org/10.37547/tajet/Volume07Issue08-23 telemetry data generated by complex and large-scale web systems to ensure reliability and performance. COPYRIGHT The novelty consists in a detailed comparative © 2025 Original content from this work may be used under the terms evaluation of tools regarding their architectures, of the creative commons attributes 4.0 License. capabilities, deployment models, and integration ecosystems. Special attention is paid to practical scenarios in which each solution demonstrates clear advantages or encounters limitations. The primary goal of this research is to provide comprehensive guidance on selecting optimal monitoring tools tailored to specific organizational needs. Methods applied include analysis of recent vendor documentation, industry reports, user surveys, and technical benchmarks. The conclusion summarizes best-fit scenarios for each tool. The article will be particularly useful for DevOps engineers, web architects, and system administrators. Keywords: monitoring, logging, Prometheus, Grafana, Datadog, ELK stack, AWS CloudWatch, observability, telemetry data, web applications.