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An Optimal Scheduling Algorithm With a Competitive Factor for Real-Time Systems (Classic Reprint) - Hardcover

Gilad Koren

 
9780265892688: An Optimal Scheduling Algorithm With a Competitive Factor for Real-Time Systems (Classic Reprint)

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Synopsis

A clear, rigorous look at real-time scheduling that balances guarantees with practical performance.

This book presents an online scheduling algorithm called DD* for real-time systems. It explains how the method combines a first-deadline-first approach with adaptive timing, to perform well both when the system is underloaded and when it is overloaded. The work shows how to measure performance against a clairvoyant scheduler and proves optimality in underloaded conditions.

Readers will see how the algorithm uses three data structures to manage tasks and deadlines, how it handles different kinds of events, and why a competitive factor of one-fourth can be achieved. The text also covers the theoretical limits of online scheduling and offers a detailed, step-by-step description of the method and its guarantees.

  • How online scheduling can guarantee value under overloads and remain optimal when the system is underloaded
  • The idea of competitive analysis and how DD* compares to a clairvoyant scheduler
  • Implementation details, including data structures, operations, and event handling
  • Formal lemmas and theorems that establish performance guarantees

Ideal for readers of research in real-time systems and practitioners seeking solid, provable scheduling strategies.

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