SigNoz is an open-source observability platform designed to help developers and DevOps teams monitor, visualize, and troubleshoot their applications in real-time. With SigNoz, you can gain insights into your application’s performance, track distributed traces, monitor system metrics, and log data — all in one place
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Introduction
SigNoz is an open-source observability platform designed to help developers and DevOps teams monitor, visualize, and troubleshoot their applications in real-time. With SigNoz, you can gain insights into your application’s performance, track distributed traces, monitor system metrics, and log data — all in one place
Application Performance Monitoring
SigNoz provides a robust platform for monitoring the performance of your applications. It allows you to:
- Track key metrics like latency, error rates, and requests per second for your services and individual endpoints.
- Visualize application metrics through customizable dashboards.
- Set up alerts based on performance thresholds to proactively identify issues
Distributed Tracing
One of SigNoz‘s core features is distributed tracing, which helps developers understand the flow of requests through complex, microservices-based applications. With SigNoz, you can:
- View detailed flamegraphs of individual request traces.
- Identify bottlenecks and performance issues across your distributed system.
- Analyze the root cause of problems by examining specific traces.
Custom Dashboards
With the recent update enabling unlimited dashboards in the community version, users can:
- Create tailored views focusing on specific metrics relevant to their applications
- Enhance visibility into application health
- Facilitate quick decision-making based on real-time data
Log Management
SignoZ integrates log management capabilities, allowing you to:
- Collect and centralize logs from various sources.
- Filter and query logs based on attributes.
- Create dashboards and alerts using log data
Infrastructure Monitoring
Beyond application-level metrics, SigNoz helps you monitor your infrastructure:
- Track CPU utilization, memory usage, and other system-level metrics.
- Monitor Kubernetes clusters and containerized environments.
Exception Tracking
SignoZ automatically records exceptions in various programming languages:
- Capture and analyze exceptions in Python, Java, Ruby, and JavaScript applications.
- Get detailed error reports to facilitate faster debugging.
Single Pane of Glass
One of SignoZ’s key advantages is its ability to provide a unified view of your observability data:
- Visualize traces, metrics, and logs in a single interface.
- Correlate data from different sources to gain comprehensive insights.
OpenTelemetry Integration
SignoZ leverages OpenTelemetry, an open-source observability framework:
- Collect telemetry data using OpenTelemetry’s standardized approach.
- Benefit from wide language and framework support provided by OpenTelemetry.
Custom Metrics and Business KPIs
With SignoZ, you can:
- Run aggregates on trace data to derive business-relevant metrics.
- Create custom dashboards to track key performance indicators specific to your application.
Easy Setup and Management
SignoZ is designed for ease of use:
- Quick installation process for self-hosted deployments.
- Available as a cloud offering for those who prefer a managed solution.
- User-friendly interface for creating alerts and dashboards
Cost-Effective Observability
With the recent update enabling unlimited dashboards in the community version, users can:
- Create tailored views focusing on specific metrics relevant to their applications
- Enhance visibility into application health
- Facilitate quick decision-making based on real-time data
Conclusion
SigNoz is a powerful, all-in-one observability platform that caters to the needs of modern development teams. By providing unified metrics, traces, and logs, it simplifies the process of monitoring and debugging complex applications. Whether you’re a small startup or a large enterprise, SigNoz offers the tools necessary to ensure your applications run smoothly and efficiently.
References
https://signoz.io/docs/introduction
https://signoz.io/docs/userguide/logs
https://signoz.io/docs/userguide/manage-dashboards
https://signoz.io/docs/userguide/drop-metrics
SigNoz Documentation: https://signoz.io/docs/
GitHub Repository: https://github.com/SigNoz/signoz
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