Design and Analysis of Distributed Algorithms 1st Edition by Nicola Santoro ISBN 0471719978 9780471719977

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ISBN 10:       0471719978
ISBN 13: 978-0471719977
Author:         Nicola Santoro

Design and Analysis of Distributed Algorithms 1st Table of contents:

1. Introduction

   • Overview of Distributed Algorithms
   • Motivation and Applications
   • Challenges in Designing Distributed Algorithms

2. Models of Distributed Systems

   • Network Models and Architectures
   • Communication Models
   • Shared Memory vs. Message Passing

3. Fundamentals of Distributed Computing

   • Synchronization and Clock Synchronization
   • Processes and States in Distributed Systems
   • Communication in Distributed Systems

4. Distributed Algorithms and Complexity

   • Algorithmic Complexity in Distributed Systems
   • Time Complexity, Space Complexity, and Fault Tolerance
   • Consensus and Coordination Problems

5. Mutual Exclusion

   • Definition and Problem Setup
   • Algorithms for Mutual Exclusion
   • Performance Analysis of Mutual Exclusion Algorithms

6. Leader Election

   • Problem Description and Importance of Leader Election
   • Algorithms for Leader Election
   • Applications of Leader Election in Distributed Systems

7. Distributed Consensus

   • Consensus in Fault-Prone Environments
   • The Consensus Problem and Solutions
   • Byzantine Fault Tolerance and Agreement Algorithms

8. Distributed Locking and Synchronization

   • Locking Mechanisms in Distributed Systems
   • Distributed Mutual Exclusion with Locks
   • Algorithms for Locking and Synchronization

9. Fault Tolerance and Recovery

   • Fault Models in Distributed Systems
   • Failure Detection and Recovery Mechanisms
   • Algorithms for Fault Tolerance in Distributed Systems

10. Distributed Coordination

    • Coordination Problems in Distributed Systems
    • Coordination Algorithms and Their Analysis
    • Applications of Coordination Algorithms

11. Distributed Databases and Transactions

    • Introduction to Distributed Databases
    • Transaction Management in Distributed Databases
    • Consistency Models and Algorithms for Distributed Databases

12. Broadcasting and Multicasting

    • Basics of Broadcasting in Distributed Systems
    • Algorithms for Reliable Broadcasting and Multicasting
    • Performance and Complexity of Broadcasting Algorithms

13. Distributed Agreement in Asynchronous Systems

    • Theoretical Foundations of Asynchronous Systems
    • Algorithms for Agreement in Asynchronous Systems
    • The FLP Impossibility Result

14. Approximation and Randomized Algorithms

    • Introduction to Approximation Algorithms
    • Randomized Algorithms in Distributed Computing
    • Applications and Analysis of Approximation and Randomized Algorithms

15. Distributed Computing in Cloud and Grid Systems

    • Challenges in Cloud Computing and Grid Systems
    • Distributed Algorithms for Cloud Resource Allocation
    • Scheduling and Load Balancing in Grid Systems

16. Security and Privacy in Distributed Systems

    • Security Challenges in Distributed Computing
    • Cryptographic Protocols and Their Use in Distributed Systems
    • Privacy-Preserving Algorithms in Distributed Environments

17. Applications of Distributed Algorithms

    • Distributed Algorithms in Networking and Communication
    • Applications in Distributed File Systems and Data Storage
    • Distributed Algorithms in Real-World Systems

18. Case Studies of Distributed Algorithms

    • Detailed Case Studies of Real Distributed Algorithms
    • Lessons Learned from Practical Implementations
    • Comparison of Algorithms in Real-World Systems

19. Future Directions and Emerging Topics

    • New Trends in Distributed Algorithms
    • Research Challenges and Open Problems
    • The Future of Distributed Computing

20. Conclusion

    • Summary of Key Concepts
    • Final Thoughts on Distributed Algorithm Design
    • Resources for Further Study
21.  

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