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Distributed Computing

Distributed Computing
A Locality-Sensitive Approach

£125.00

Part of Monographs on Discrete Mathematics and Applications

  • Author: David Peleg, Weizmann Institute of Science, Israel
  • Date Published: September 2000
  • availability: Available in limited markets only
  • format: Hardback
  • isbn: 9780898714647

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  • This volume presents the locality-sensitive approach to distributed network algorithms-the utilization of locality to simplify control structures and algorithms and reduce their costs. The author begins with an introductory exposition of distributed network algorithms focusing on topics that illustrate the role of locality in distributed algorithmic techniques. He then introduces locality-preserving network representations and describes sequential and distributed techniques for their construction. Finally, the applicability of the locality-sensitive approach is demonstrated through several applications. Distributed Computing: A Locality-Sensitive Approach is the only book that gives a thorough exposition of network spanners and other locality-preserving network representations such as sparse covers and partitions. The book is useful for computer scientists interested in distributed computing, electrical engineers interested in network architectures and protocols, and for discrete mathematicians and graph theorists.

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    Product details

    • Date Published: September 2000
    • format: Hardback
    • isbn: 9780898714647
    • length: 359 pages
    • dimensions: 261 x 184 x 24 mm
    • weight: 0.846kg
    • availability: Available in limited markets only
  • Table of Contents

    Preface
    1. Introduction
    Part I. Basics of Distributed Network Algorithms
    2. The distributed network model
    3. Broadcast and convergecast
    4. Downcasts and upcasts
    5. Tree constructions
    6. Synchronizers
    7. Vertex coloring
    8. Maximal independent sets (MIS)
    9. Message routing
    10. Local queries and local resource finding
    Part II. Locality-Preserving Representations
    11. Clustered representations: Clusters, covers and partitions
    12. Sparse covers
    13. Sparse partitions
    14. Related graph representations
    15. Skeletal representations: spanning trees, tree covers and spanners
    16. Sparse spanners for unweighted graphs
    17. Light-weight spanners
    18. Spanners with low average stretch
    19. Proximity-preserving labeling systems
    Part III. Distributed Constructions and Applications of LP-Representations
    20. A basic algorithm for constructing network partitions
    21. Efficient algorithms for constructing covers
    22. Efficient algorithms for constructing network decompositions
    23. Exploiting topological knowledge: broadcast revisited
    24. How local are global tasks? MST revisited
    25. Local coordination: Synchronizers and MIS revisited
    26. Hierarchical cluster-based routing
    27. Regional directories: resource finding revisited
    28. Additional applications in other settings
    Bibliography
    Index.

  • Author

    David Peleg, Weizmann Institute of Science, Israel

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