Câu hỏi phỏng vấn Software Architecture
Câu hỏi

What Is A Cluster?

Câu trả lời

A cluster, in the context of computer systems, refers to a group of servers or nodes that work together to perform tasks more efficiently than a single machine could manage on its own. This setup allows for high availability, scalability, fault tolerance, and improved performance. The concept of clustering is fundamental in distributed computing environments where tasks are divided and managed across multiple hardware or software components.

Key Characteristics of Clusters

  1. High Availability: Clusters are designed to minimize system downtime and ensure that services are available even if one or more nodes within the cluster fail. This is achieved through redundancy, where multiple nodes perform the same functions, so if one fails, others can take over.

  2. Scalability: Clusters allow a system to handle more load by simply adding more nodes to the cluster. This makes it easier to increase capacity without disrupting existing services.

  3. Load Balancing: In a cluster, workloads are distributed among multiple nodes to ensure that no single node is overwhelmed, optimizing resource use and improving overall system performance.

  4. Fault Tolerance: Clusters enhance the reliability of a system by allowing it to continue functioning even when individual components fail. This is often achieved through failover mechanisms where if one node fails, another node automatically takes over its tasks.

Types of Clusters

  1. High-Availability (HA) Clusters: Also known as failover clusters, these are designed to ensure that critical applications and services are available most of the time by providing system redundancy.

  2. Load-Balancing Clusters: These clusters distribute incoming network traffic and application requests across several nodes to ensure that no single node bears too much load, which can degrade performance.

  3. High-Performance Clusters (HPC): Used primarily for tasks requiring intensive computations, these clusters distribute large computational loads across many nodes to increase the computing speed.

  4. Distributed Computing Clusters: These are used for applications where data and tasks are distributed across multiple geographical locations, often optimizing response times and resource use.

Implementation

Clusters are implemented using both hardware and software technologies. The nodes in a cluster are usually connected through high-...

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