Oreilly – Software Telemetry, Video Edition 2021-8

Description

Software Telemetry Video Edition Course. This course takes you into the exciting world of telemetry, where data gives you valuable insights into the performance of your systems and applications.

What will you learn in this course?

• Basic telemetry concepts: logs, metrics, traces, and how they relate to each other
• Various telemetry tools and technologies: Collecting, storing, analyzing, and displaying telemetry data
• Make complex systems transparent: Think of your system as a black box. Telemetry gives you a flashlight to see inside this box and understand what’s going on. Using logs, metrics, and traces, you can easily follow the flow of data through your system and identify its strengths and weaknesses.
• Predict and fix problems: Instead of waiting for an error to occur, you can use telemetry to predict problems before they happen. By analyzing telemetry data, you can identify unusual patterns and find the root cause of problems.
• Improve system performance: By understanding exactly how your system is performing, you can make the necessary changes to improve its performance. For example, if you notice that a particular part of your system is under heavy load, you can increase its resources or optimize its algorithms.
• Ensure compliance: In today’s world, data protection is paramount. Telemetry helps you ensure that your system is compliant with data protection laws and regulations. By implementing the right telemetry systems, you can prevent sensitive information from leaking and quickly identify and fix any issues if they arise.
• Best practices for implementing telemetry systems: designing, configuring, and managing telemetry systems
• Solving Common Telemetry Problems: Troubleshooting and Fixing Problems in Telemetry Systems

Who is this course for?

• If you want to know your systems better.
• If you want to predict problems before they happen.
• If you want to improve the performance of your systems.
• If you want to make the most of your data.
• If you want to learn about the latest telemetry technologies.

Software Telemetry Video Edition Course Specifications

• Publisher: Oreilly
• Instructor: Jamie Riedesel
• Training level: Beginner to advanced
• Training duration: 18 hours and 14 minutes

Course headings

• Chapter 1. Introduction
• Chapter 1. How telemetry is consumed by different teams
• Chapter 1. Challenges facing telemetry systems
• Chapter 1. What you will learn
• Chapter 1. Summary
• Part 1. Telemetry system architecture
• Chapter 2. The Emitting stage: Creating and submitting telemetry
• Chapter 2. Emitting from hardware
• Chapter 2. Emitting from as-a-Service systems
• Chapter 2. Summary
• Chapter 3. The Shipping stage: Moving and storing telemetry
• Chapter 3. Shipping between SaaS systems
• Chapter 3. Tipping points in Shipping-stage architecture
• Chapter 3. Summary
• Chapter 4. The Shipping stage: Unifying diverse telemetry formats
• Chapter 4. Unifying diverse emitting formats
• Chapter 4. Summary
• Chapter 5. The Presentation stage: Displaying telemetry
• Chapter 5. Displaying telemetry in centralized logging systems
• Chapter 5. Displaying telemetry in security systems
• Chapter 5. Displaying telemetry distributed tracing systems
• Chapter 5. Displaying telemetry in large organizations
• Chapter 5. Summary
• Chapter 6. Marking up and enriching telemetry
• Chapter 6. Markup and enrichment in the Shipping stage
• Chapter 6. Enrichment in the Presentation stage
• Chapter 6. How telemetry style affects markup and enrichment
• Chapter 6. Summary
• Chapter 7. Handling multitenancy
• Chapter 7. Designing multitenant telemetry systems
• Chapter 7. Summary
• Part 2. Use cases revisited: Applying architecture concepts
• Chapter 8. Growing cloud-based startup
• Chapter 8. Telemetry at the medium-size company stage
• Chapter 8. Telemetry at the large-company stage
• Chapter 8. Telemetry at the enterprise stage
• Chapter 8. Looking back at all this growth
• Chapter 8. Summary
• Chapter 9. Nonsoftware business
• Chapter 9. Telemetry use in medium-size organizations
• Chapter 9. Telemetry use in large organizations
• Chapter 9. Telemetry use in enterprise organizations
• Chapter 9. Summary
• Chapter 10. Long-established business IT
• Chapter 10. Telemetry use in large organizations
• Chapter 10. Telemetry use in global organizations
• Chapter 10. Summary
• Part 3. Techniques for handling telemetry
• Chapter 11. Optimizing for regular expressions at scale
• Chapter 11. Building expressions to fail fast
• Chapter 11. Digging into the Cisco ASA firewall telemetry
• Chapter 11. Refining emissions to speed regular-expression performance
• Chapter 11. Additional regular-expression resources
• Chapter 11. Summary
• Chapter 12. Standardized logging and event formats
• Chapter 12. Implementing standards in your code
• Chapter 12. Implementing standards in the Shipping stage
• Chapter 12. Summary
• Chapter 13. Using more nonfile emitting techniques
• Chapter 13. Emitting and shipping for container- and serverless-based code
• Chapter 13. Encrypting UDP-based telemetry
• Chapter 13. Summary
• Chapter 14. Managing cardinality in telemetry
• Chapter 14. Lowering the cost of cardinality
• Chapter 14. Summary
• Chapter 15. Ensuring telemetry integrity
• Chapter 15. Making telemetry harder to mess with
• Chapter 15. Summary
• Chapter 16. Redacting and reprocessing telemetry
• Chapter 16. Redacting toxic information spills
• Chapter 16. Reprocessing telemetry to support upgrades
• Chapter 16. Isolating toxic data to reduce cleanup costs
• Chapter 16. Summary
• Chapter 17. Building policies for telemetry retention and aggregation
• Chapter 17. Creating an aggregation policy
• Chapter 17. Using sampling to reduce costs and increase retention
• Chapter 17. Summary
• Chapter 18. Surviving legal processes
• Chapter 18. Dealing with records-retention requests
• Chapter 18. Dealing with document-production requests
• Chapter 18. Working with lawyers
• Chapter 18. Summary
• Appendix A. Telemetry storage systems
• Appendix A. Analyzing Apache Cassandra
• Appendix A. Analyzing Grafana Labs’ Loki
• Appendix A. Analyzing MongoDB
• Appendix A. Analyzing Prometheus
• Appendix A. Analyzing InfluxDB
• Appendix A. Analyzing Jaeger
• Appendix B. Recommendation checklist reference
• Appendix B. Presentation-stage recommendations
• Appendix B. Cardinality management
• Appendix B. Telemetry safety and effects
• Appendix B. Legal topics
• Appendix C. Exercise answers

Software Telemetry Video Edition course images

Sample course video

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Download Part 1 – 1 GB

Download Part 2 – 1 GB

Download Part 3 – 797 MB

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