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Concurrency and Scalability for Distributed Systems
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Concurrency and Scalability for Distributed Systems
by
Concurrency and Scalability for Distributed Systems
Preface
Why Scalability?
Who This Book Is For
What You Will Learn
I. Scalability in Modern Software Systems
1. Introduction to Scalable Systems
What is Scalability?
System scale in early 2020’s: Examples
How Did We Get Here? A Brief History of System Growth
Scalability Basic Design Principles
Scalability and Costs
Scalability and Architecture Trade-offs
Performance
Availability
Security
Manageability
Summary and Further Reading
References
2. Distributed Systems Architectures: An Introduction
Basic System Architecture
Scale Out
Scaling the Database with Caching
Distributing the Database
Multiple Processing Tiers
Increasing Responsiveness
Systems and Hardware Scalability
Summary and Further Reading
3. Distributed Systems Essentials
Communications Basics
Communications Hardware
Communications Software
Remote Method Invocation
Partial Failures
Consensus in Distributed Systems
Time in Distributed Systems
Summary and Further Reading
4. An Overview of Concurrent Systems
Why Concurrency?
Threads
Order of Thread Execution
Problems with Threads
Race Conditions
Deadlocks
Thread States
Thread Coordination
Thread Pools
Barrier Synchronization
Thread-Safe Collections
Summary and Further Reading
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