> For the complete documentation index, see [llms.txt](https://stephen-tsoi.gitbook.io/stephen-tsoi-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://stephen-tsoi.gitbook.io/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry.md).

# 🔍➔🌐 From Missing Events to Complete Visibility: Tracing Enterprise Transactions with OpenTelemetry

A 34-day comprehensive architecture blueprint mapping end-to-end distributed tracing infrastructure, tail-based sampling, and proxy delivery for complex enterprise platforms.

**Highlight:** 

<table data-view="cards"><thead><tr><th></th><th></th><th></th></tr></thead><tbody><tr><td><strong>Architectural Cost &#x26; Sampling</strong></td><td>Deep dives on Tail-based Sampling and two-tier Collector topology to optimize telemetry budgets and data pipelines at scale</td><td>Day 14-20</td></tr><tr><td><strong>Context Propagation &#x26; Legacy</strong></td><td>Mastering context stitching, Trace ID propagation, and troubleshooting visibility blind spots in hybrid messaging/REST networks.</td><td>Day 6,11,21</td></tr><tr><td><strong>Telemetry Security &#x26; Runbook</strong></td><td>Enterprise-grade frameworks covering PII data masking, collector telemetry governance, and real-world system migration done right.</td><td>Day 22,23,34</td></tr></tbody></table>

In modern enterprise architecture, the reliance on a diverse ecosystem of specialized third-party products and appliances is crucial for delivering a reliable, stable, scalable, secure, and high-throughput application platform. Given the distributed nature of events within this architecture, the implementation of a distributed tracing solution becomes imperative. This solution aids in narrowing down troubleshooting scopes and expediting root cause analyses. This post series delves into the fundamental concepts of OpenTelemetry and its core components. It addresses the limitations and challenges faced when using OpenTelemetry in real-world scenarios. Additionally, it provides insight into an infrastructure design showcasing how to instrument individual components with OpenTelemetry, capture traces through agents or collectors, and transmit them to an APM backend via a proxy server.

1. [What is OpenTelemetry](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-1-34-what-is-opentelemetry.md)
2. [OpenTelemetry Component](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-2-34-the-opentelemetry-component.md)
3. [The relationship between Trace, Log and Matrix](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-3-34-the-relationship-between-trace-log-and-metrix.md)
4. [OpenTelemetry Trace](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-4-34-opentelemetry-trace.md)
5. [Auto Instrumentation vs. Manual Instrumentation - It's All About Trade-offs](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-5-34-auto-instrumentation-vs.-manual-instrumentation-its-all-about-trade-offs.md)
6. [Context Propagation](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-6-34-context-propagation.md)
7. [Control your Trace Log Volume and Size](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-6-34-context-propagation.md)
8. [What really need to be logged on the trace log](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-8-34-what-really-need-to-be-logged-on-the-trace-log.md)
9. [OpenTelemetry log](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-9-34-opentelemetry-log.md)
10. [Logs + Traces Correlation](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-10-34-logs-+-traces-correlation.md)
11. [OpenTelemetry Metric](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-11-34-opentelemetry-metric.md)
12. [Alerting](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-12-34-alerting.md)
13. [OTel Collector](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-13-34-otel-collector.md)
14. [The Challenge of OpenTelemetry 1 – Otel Development](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-14-34-the-challenge-of-opentelemetry.md)
15. [Minimize the bandwidth usage – Sampling](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-15-34-minimize-the-bandwidth-usage-sampling.md)
16. [Sampling Summary](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-16-34-sampling-summary.md)
17. [Sampling - Tail Sampling](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-17-34-sampling-tail-sampling.md)
18. [Tail-Based Sampling - Two Tier Collector Design](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-18-34-tail-based-sampling-two-tier-collector-design.md)
19. [Tail-Based Sampling Enhance Two Tier Collector, Design by EDA (Messaging Bus)](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-19-34-tail-based-sampling-enhance-two-tier-collector-design-by-eda-messaging-bus.md)
20. [Minimize the band-width usage - Sampling on the event bus](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-20-34-minimize-the-bandwidth-usage-sampling-on-the-event-bus.md)
21. [Third party software support](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-21-34-third-party-software-support.md)
22. [Security Consideration](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-22-34-security-consideration.md)
23. [Security Considerations in OpenTelemetry Architecture Design](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-23-34-security-considerations-in-opentelemetry-architecture-design.md)
24. [Documentation](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-24-34-documentation.md)
25. [Traditional B2C Architecture](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-25-34-traditional-b2c-architecture.md)
26. [Shortcomings of Today's APM Solutions](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-26-34-shortcomings-of-todays-apm-solutions.md)
27. [Tradition Troubleshooting - Application Log Analysis](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-27-34-tradition-troubleshooting-application-log-analysis.md)
28. [Tradition APM Solution - Code Injection / Instrumentation](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-28-34-tradition-apm-solution-code-injection-instrumentation.md)
29. [Event-Driven Architecture needs OpenTelemetry](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-28-34-tradition-apm-solution-code-injection-instrumentation.md)
30. [Build a Centralized APM Platform](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-30-34-build-a-centralized-apm-platform.md)
31. [Special Handling for Unsupported Protocols](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-31-34-special-handling-for-unsupported-protocols.md)
32. [Designing a Resilient and Scalable Collector Architecture ](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-32-34-designing-a-resilient-and-scalable-collector-architecture.md)
33. [Is it really to get what you want via trace log?](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-33-34-is-it-really-to-get-what-you-want-via-trace-log.md)
34. [Migration Done Right](/stephen-tsoi-docs/opentelemetry/from-missing-events-to-complete-visibility-tracing-enterprise-transactions-with-opentelemetry/day-34-34-migration-done-right.md)
35. [HackerNoon Post 1: OpenTelemetry Cost Governance](/stephen-tsoi-docs/opentelemetry/draft-for-review-the-opentelemetry-lie-why-your-free-observability-is-costing-you-millions.md)
36. [HackerNoon Post 2: Distributed Tracing](/stephen-tsoi-docs/opentelemetry/draft-for-review-the-trace-breakers-why-your-distributed-tracing-fails-at-the-first-hop.md)
37. [HackerNoon Post 3: OpenTelemetry Migration Strategy](/stephen-tsoi-docs/opentelemetry/draft-the-apm-ransom-a-framework-for-migrating-to-opentelemetry-without-losing-visibility.md)
38. [Dev.to Post](/stephen-tsoi-docs/opentelemetry/dev.to.md)

✍️**Article: Building an OpenTelemetry Distributed Tracing Solution**

[Building an OpenTelemetry Distributed Tracing Solution](https://solace.com/blog/opentelemetry-distributed-tracing-solution/)

<figure><img src="https://2617374589-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FcQN1DZY6gJZPxlsQf9Re%2Fuploads%2F9aNf3pgCGkSKuAOzsnGM%2Fimage.png?alt=media&amp;token=b646803b-8968-4fb2-809f-baac7f876b85" alt=""><figcaption></figcaption></figure>

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