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Distributed Computing Through Combinatorial Topology

Distributed Computing Through Combinatorial Topology

Authors
Publisher Morgan Kaufmann
Year
Pages 336
Version paperback
Language English
ISBN 9780124045781
Categories Topology
Delivery to United States

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Book description

Distributed Computing Through Combinatorial Topology describes techniques for analyzing distributed algorithms based on award winning combinatorial topology research. The authors present a solid theoretical foundation relevant to many real systems reliant on parallelism with unpredictable delays, such as multicore microprocessors, wireless networks, distributed systems, and Internet protocols.

Today, a new student or researcher must assemble a collection of scattered conference publications, which are typically terse and commonly use different notations and terminologies. This book provides a self-contained explanation of the mathematics to readers with computer science backgrounds, as well as explaining computer science concepts to readers with backgrounds in applied mathematics. The first section presents mathematical notions and models, including message passing and shared-memory systems, failures, and timing models. The next section presents core concepts in two chapters each: first, proving a simple result that lends itself to examples and pictures that will build up readers' intuition; then generalizing the concept to prove a more sophisticated result. The overall result weaves together and develops the basic concepts of the field, presenting them in a gradual and intuitively appealing way. The book's final section discusses advanced topics typically found in a graduate-level course for those who wish to explore further.



  • Named a 2013 Notable Computer Book for Computing Methodologies by Computing Reviews
  • Gathers knowledge otherwise spread across research and conference papers using consistent notations and a standard approach to facilitate understanding
  • Presents unique insights applicable to multiple computing fields, including multicore microprocessors, wireless networks, distributed systems, and Internet protocols
  • Synthesizes and distills material into a simple, unified presentation with examples, illustrations, and exercises

Distributed Computing Through Combinatorial Topology

Table of contents

I. Fundamentals 1. Introduction 2. Two-Process Systems 3. Elements of Combinatorial Topology

II. Colorless Tasks 4. Colorless Wait-free Computation 5. Solvability of Colorless Tasks 6. Byzantine Colorless Computation 7. Simulations and Reductions

III. General Tasks 8. Read-Write Protocols for General Tasks 9. Manifold Protocols 10. Connectivity 11. Wait-Free Computability for General Tasks

IV. Advanced Topics 12. Renaiming and Oriented Manifolds 13. Task Solvability in Different Communication Models 14. Colored Simulations and Reductions 15. Classifying Loop Agreement Tasks 16. Immediate Snapshot Subdivisions

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