Distributed Coordination
Distributed coordination mechanisms are provided in order to ensure orderly working with other components in a distributed environment. Examples include:
- Distributed Locking: At the same time, problems such as the race condition can be prevented using distributed locks (e.g., Apache ZooKeeper) that are designed to provide mutually exclusive access to shared resources across distributed nodes.
- Consensus Algorithms: Algorithms such as Paxos and Raft help distributed nodes change their state in an identical manner even in the event of failures and network partitions.
- Distributed Transactions: Communication protocols, such as 2 PC or 3 PC, guarantee the atomicity and consistency of distributed transactions running through multiple resources.
Components of Distributed System
Many modern computing platforms, such as Internet applications or systems, are built on distributed systems, which function as essential infrastructure.
- These systems feature good scalability, fault tolerances, and application flexibility, which enable them to be used in various areas, including cloud computing, IoT, and big data analytics.
- It is necessary to learn the components of distributed systems, as it would be part of designing, developing, and maintaining faultless or efficient systems.
Important Topics for Components of Distributed System
- Communication Infrastructure
- Distributed Data Storage
- Distributed Computing Models
- Distributed Coordination
- Fault Tolerance Mechanisms
- Scalability Techniques
- Security in Distributed Systems
- Distributed System Monitoring and Management
- Deployment and orchestration
- Integration with Cloud Services
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