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Observability and Control Theory

Ee5407f7a79eb620c4fd54c136847b33?s=47 Piyush Verma
November 16, 2019
Programming
1
390

Observability and Control Theory

Ee5407f7a79eb620c4fd54c136847b33?s=128

Piyush Verma

November 16, 2019
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Transcript

  1. Observability & Control Theory

  2. Question

  3. Question

  4. Question

  5. Monitoring!! Answer

  6. • You monitor what you know • You react after

    it has failed. • What about unknown-unknowns? • Doesn’t avoid failures. • Tells something broke and now it isn’t. • Always a comparative operator. Question: What is Monitoring?

  7. • Systems are Distributed. • What about? ◦ Accuracy ◦

    Latency ◦ Correctness ◦ Consistency • It’s till or from Now. What are we missing?

  8. Monitoring Timeline Late 2000s • SOA Early 2010 • Microservices

    1990s • Servers 2000s • Monolith Now Lambda

  9. The REAL question If a tree falls in a forest

    and nobody heard it, did it make a sound?

  10. The REAL answer All falling trees yield Logs.

  11. Software, by default, is opaque. To debug & control a

    running system, you need observation pre-built.

  12. Observability

  13. Need - Debugging - Pattern Detection

  14. None

  15. Unlike monitoring, observability is not failure-centric. If your job allows,

    you can use it to understand system performance, just-like-that. ¯\_(ツ)_/¯

  16. Stability

  17. Control Theory

  18. Control Theory

  19. Example

  20. TCP Flow Control

  21. TCP Flow Control

  22. TCP Congestion Control

  23. TCP Congestion Control

  24. Practical Applications

  25. • Constrained Optimization Problems • Constraint Scaling Problems Practical Applications

  26. Auto-Scaling

  27. Cache

  28. Gateway

  29. Load-Balancer

  30. Progressive Streaming

  31. Software, by default, is opaque. To debug & control a

    running system, you need observation pre-built.

  32. Thank You - Piyush Verma