But over the years, the usage of this term has been broadened, so that it now includes algorithms that run on local area networks and even algorithms for shared memory multiprocessors. Originally, this term was used to refer to algorithms that were designed to run on many processors distributed over a large geographical area. The term distributed algorithms covers a large variety of concurrent algorithms used for a wide range of applications. Index Introduction 1.1 The Subject Matter In addition, it teaches readers how to reason carefully about distributed algorithms-to model them formally, devise precise specifications for their required behavior, prove their correctness, and evaluate their performance with realistic measures. The book also provides readers with the basic mathematical tools for designing new algorithms and proving new impossibility results.
This book familiarizes readers with important problems, algorithms, and impossibility results in the area: readers can then recognize the problems when they arise in practice, apply the algorithms to solve them, and use the impossibility results to determine whether problems are unsolvable. The presentation is completely rigorous, yet is intuitive enough for immediate comprehension.
The material on system models is isolated in separate chapters for easy reference. The material is organized according to the system model-first by the timing model and then by the interprocess communication mechanism. The problems covered include resource allocation, communication, consensus among distributed processes, data consistency, deadlock detection, leader election, global snapshots, and many others. The algorithms are proved correct, and their complexity is analyzed according to precisely defined complexity measures. She directs her book at a wide audience, including students, programmers, system designers, and researchers.ĭistributed Algorithms contains the most significant algorithms and impossibility results in the area, all in a simple automata-theoretic setting. In Distributed Algorithms, Nancy Lynch provides a blueprint for designing, implementing, and analyzing distributed algorithms.
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