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Feedback Control for Computer Systems: Introducing Control Theory to Enterprise Programmers

Author Philipp K. Janert
Publisher O'Reilly Media
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31.99 39.99 USD
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Book Details
ISBN / ASIN1449361692
ISBN-139781449361693
AvailabilityUsually ships in 24 hours
Sales Rank347,567
MarketplaceUnited States 🇺🇸

Description

How can you take advantage of feedback control for enterprise programming? With this book, author Philipp K. Janert demonstrates how the same principles that govern cruise control in your car also apply to data center management and other enterprise systems. Through case studies and hands-on simulations, you ll learn methods to solve several control issues, including mechanisms to spin up more servers automatically when web traffic spikes.

Feedback is ideal for controlling large, complex systems, but its use in software engineering raises unique issues. This book provides basic theory and lots of practical advice for programmers with no previous background in feedback control.

  • Learn feedback concepts and controller design
  • Get practical techniques for implementing and tuning controllers
  • Use feedback design patterns for common control scenarios
  • Maintain a cache s hit rate by automatically adjusting its size
  • Respond to web traffic by scaling server instances automatically
  • Explore ways to use feedback principles with queueing systems
  • Learn how to control memory consumption in a game engine
  • Take a deep dive into feedback control theory