1.How would you implement a distributed system that can handle a large number of requests?

Question

Accepted Answer

A distributed system can handle a large number of requests by dividing the workload among multiple nodes.

Use load balancing techniques to distribute requests evenly across nodes.
Implement fault tolerance mechanisms to ensure system availability.
Use message queues or event-driven architectures to handle asynchronous processing.
Consider using caching mechanisms to improve performance.
Implement horizontal scaling by adding more nodes to the system.
Use distributed databases or data partitioning techniques to handle large amounts of data.
Implement monitoring and logging to track system performance and identify bottlenecks.

Accepted Answer

A)To implement a distributed system that can handle a large number of requests, I would follow these steps:

1.Divide the system into smaller components: The first step is to divide the system into smaller components that can handle specific tasks. This helps in better load balancing and scaling.

2.Implement message queuing: To handle a large number of requests, I would implement message queuing. This allows requests to be queued and processed one at a time, reducing the load on individual components.

3.Use load balancers: Load balancers distribute incoming requests across multiple servers to avoid overloading any one server. This helps in achieving high availability and better performance.

4.Implement caching: Caching can help reduce the response time of the system. By caching frequently requested data, the system can quickly respond to requests without needing to go through the entire processing pipeline.

5.Use fault-tolerant techniques: To ensure the system remains available even in the event of failures, I would implement fault-tolerant techniques such as redundancy, replication, and failover mechanisms.

6.Monitor and analyze the system: Continuous monitoring and analysis of the system can help identify performance bottlenecks and areas for improvement.

Overall, a distributed system that can handle a large number of requests requires careful planning and implementation of various techniques to achieve high availability, scalability, and performance.

1.How would you implement a distributed system that can handle a large number of requests?

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