Distributed Graph Algorithms for Computer Networks

ISBN-13: 9781447158509 / Angielski / Miękka / 2015 / 324 str.

Kayhan Erciyes

Opis

Graph theory is an invaluable tool for the designer of algorithms for distributed systems.This hands-on textbook/reference presents a comprehensive review of key distributed graph algorithms for computer network applications, with a particular emphasis on practical implementation. Each chapter opens with a concise introduction to a specific problem, supporting the theory with numerous examples, before providing a list of relevant algorithms. These algorithms are described in detail from conceptual basis to pseudocode, complete with graph templates for the stepwise implementation of the algorithm, followed by its analysis. The chapters then conclude with summarizing notes and programming exercises.Topics and features: introduces a range of fundamental graph algorithms, covering spanning trees, graph traversal algorithms, routing algorithms, and self-stabilization; reviews graph-theoretical distributed approximation algorithms with applications in ad hoc wireless networks; describes in detail the implementation of each algorithm, with extensive use of supporting examples, and discusses their concrete network applications; examines key graph-theoretical algorithm concepts, such as dominating sets, and parameters for mobility and energy levels of nodes in wireless ad hoc networks, and provides a contemporary survey of each topic; presents a simple simulator, developed to run distributed algorithms; provides practical exercises at the end of each chapter.This classroom-tested and easy-to-follow textbook is essential reading for all graduate students and researchers interested in discrete mathematics, algorithms and computer networks.

Recenzje

From the reviews:

"This beautiful and timely book provides a comprehensive review of key distributed graph algorithms for computer network applications. ... a must-read for young students and researchers who want to master the topics and implement applications. This would be an excellent textbook for courses on distributed systems. ... I highly recommend it to researchers and students of computer networks, and it will also provide a solid foundation for many upcoming areas of research, such as network coding for distributed storage systems." (Manish Gupta, Computing Reviews, February, 2014)

Spis treści

Introduction

Part I: Fundamental Algorithms

Graphs

The Computational Model

Spanning Tree Construction

Graph Traversals

Minimal Spanning Trees

Routing

Self-Stabilization

Part II: Graph Theoretical Algorithms

Vertex Coloring

Maximal Independent Sets

Dominating Sets

Matching

Vertex Cover

Part III: Ad Hoc Wireless Networks

Introduction

Topology Control

Ad Hoc Routing

Sensor Network Applications

ASSIST: A Simulator to Develop Distributed Algorithms

Pseudocode Conventions

ASSIST Code

Applications Using ASSIST

Blurb

Graph theory is an invaluable tool for the designer of algorithms for distributed systems.

This hands-on textbook/reference presents a comprehensive review of key distributed graph algorithms for computer network applications, with a particular emphasis on practical implementation. Each chapter opens with a concise introduction to a specific problem, supporting the theory with numerous examples, before providing a list of relevant algorithms. These algorithms are described in detail from conceptual basis to pseudocode, complete with graph templates for the stepwise implementation of the algorithm, followed by its analysis. The chapters then conclude with summarizing notes and programming exercises.

Topics and features:

• Introduces a range of fundamental graph algorithms, covering spanning trees, graph traversal algorithms, routing algorithms, and self-stabilization
• Reviews graph-theoretical distributed approximation algorithms with applications in ad hoc wireless networks
• Describes in detail the implementation of each algorithm, with extensive use of supporting examples, and discusses their concrete network applications
• Examines key graph-theoretical algorithm concepts, such as dominating sets, and parameters for mobility and energy levels of nodes in wireless ad hoc networks, and provides a contemporary survey of each topic
• Presents a simple simulator, developed to run distributed algorithms
• Provides practical exercises at the end of each chapter

This classroom-tested and easy-to-follow textbook is essential reading for all graduate students and researchers interested in discrete mathematics, algorithms and computer networks.

Prof. Dr. Kayhan Erciyeş is the Rector and a member of the Computer Engineering Department at Izmir University, Turkey