Compare and contrast between the following types of distributed system architectures: Centralized and decentralized systems
Question
Compare and contrast between the following types of distributed system architectures: Centralized and decentralized systems
Solution
Sure, here is a comparison and contrast between centralized and decentralized systems in a distributed system architecture:
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Definition:
- Centralized System: In a centralized system, all the decision-making and processing power is concentrated in a single central unit. All other nodes or computers in the system are directly dependent on this central unit for all their operations.
- Decentralized System: In a decentralized system, the decision-making and processing power is distributed across multiple nodes or computers. Each node operates independently and collaboratively to perform tasks.
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Control:
- Centralized System: The control is in the hands of a single central unit. This unit has the authority to make all decisions and control all operations.
- Decentralized System: The control is distributed among all the nodes. Each node has the authority to make decisions and control its operations.
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Failure:
- Centralized System: If the central unit fails, the entire system fails. This makes centralized systems less reliable.
- Decentralized System: If one node fails, the other nodes can continue to operate. This makes decentralized systems more reliable.
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Scalability:
- Centralized System: Scaling up a centralized system can be challenging because it requires enhancing the capacity of the central unit.
- Decentralized System: Scaling up a decentralized system is easier because it involves adding more nodes to the system.
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Security:
- Centralized System: In a centralized system, if the central unit is compromised, the entire system is at risk.
- Decentralized System: In a decentralized system, even if one node is compromised, the other nodes can still function securely.
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Examples:
- Centralized System: Mainframe architecture where all the processing is done on a single powerful computer and other computers act as terminals.
- Decentralized System: Blockchain technology where each node in the network has a copy of the entire blockchain and can validate transactions independently.
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