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

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
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article

Application Monitoring and Telemetry Analytics

S P Sreemathy, Vijay Kumar C, Sugantha Priyadharshini P
1 citations
Big Data Technologies and Applications
1.05
article

Application Monitoring and Telemetry Analytics

S P Sreemathy, Vijay Kumar C, Sugantha Priyadharshini P
article en
1 citations

Abstract

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.

Openalex Percentile: Top 13%
Big Data Technologies and Applications
1.05
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Application Monitoring and Telemetry Analytics — S P Sreemathy, Vijay Kumar C, et al. · (2024) | TGRS Research Map | TGRS