With this book, the author Philipp k. Janert shows how the same principles governing cruise control in your car also apply for central data management and other enterprise systems. Through case studies and practical simulations, you will learn methods to solve a number of issues, including the control mechanism to spin up multiple servers automatically when the web traffic spikes.
Table of Contents
Part I. Foundations Chapter 1. Why Feedback? An Invitation Chapter 2. Feedback Systems Chapter 3. System Dynamics Chapter 4. Controllers Chapter 5. Identifying Input and Output Signals Chapter 6. Review and Outlook
Part II. Practice Chapter 7. Theory Preview Chapter 8. Measuring the Transfer Function Chapter 9. PID Tuning Chapter 10. Implementation Issues Chapter 11. Common Feedback Architectures
Part III. Case Studies Chapter 12. Exploring Control Systems Through Simulation Chapter 13. Case Study: Cache Hit Rate Chapter 14. Case Study: Ad Delivery Chapter 15. Case Study: Scaling Server Instances Chapter 16. Case Study: Waiting-Queue Control Chapter 17. Case Study: Cooling Fan Speed Chapter 18. Case Study: Controlling Memory Consumption in a Game Engine Chapter 19. Case Study Wrap-Up
Part IV. Theory Chapter 20. The Transfer Function Chapter 21. Block-Diagram Algebra and the Feedback Equation Chapter 22. PID Controllers Chapter 23. Poles and Zeros Chapter 24. Root Locus Techniques Chapter 25. Frequency Response and the Bode Plot Chapter 26. Topics Beyond This Book
Part V. Appendices Appendix A. Glossary Appendix B. Creating Graphs with Gnuplot Appendix C. Complex Numbers Appendix D. Further Reading
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