Application Monitoring and Telemetry Analytics
In today's fast-paced software development landscape, the importance of robust monitoring solutions cannot be overstated. To achieve comprehensive observability in complex, distributed systems, it is essential to know how to connect Kafka for data streaming, OpenTelemetry for instrumentation, Prometheus for metrics gathering, and Grafana for visualization. With Kafka, data can be transmitted between dispersed systems with ease and real-time insights into the behavior of applications are obtained. OpenTelemetry gathers telemetry information from multiple sources, providing thorough insight into performance indicators and facilitating the tracking of requests throughout microservices. As a central point for metrics collecting, Prometheus collects information on the health of the system and the performance of applications. Real-time issue detection and decision-making are facilitated by Grafana's visualization capabilities, which transform this data into actionable insights. In today's cutthroat market, this alignment is essential to meeting service level agreements (SLAs), accomplishing company objectives, and providing great user experiences. By adopting a holistic approach to monitoring and leveraging real-time insights, organizations can enhance system reliability, agility, and performance, ultimately driving business success in the digital era.
Authors
- S P Sreemathy
- Vijay Kumar C
- Sugantha Priyadharshini P
Publication Details
- Published
- 2024-08-08
- DOI
- https://doi.org/10.1109/iccpct61902.2024.10673415
- Citations
- 1
- Primary Topic
- Big Data Technologies and Applications
- Type
- article
- Field-Weighted Citation Impact
- 1.05