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CV0-002 · Question #340

Creating a new node in a distributed cluster to meet increasing demand is an example of which of the following concepts?

The correct answer is C. Horizontal scaling. Creating a new node in a distributed cluster to meet increasing demand is an example of horizontal scaling. This method expands capacity by adding more resources of the same type rather than upgrading existing ones.

Cloud architecture

Question

Creating a new node in a distributed cluster to meet increasing demand is an example of which of the following concepts?

Options

  • AElasticity
  • BLoad balancing
  • CHorizontal scaling
  • DVertical scaling

How the community answered

(29 responses)
  • A
    7% (2)
  • C
    90% (26)
  • D
    3% (1)

Why each option

Creating a new node in a distributed cluster to meet increasing demand is an example of horizontal scaling. This method expands capacity by adding more resources of the same type rather than upgrading existing ones.

AElasticity

Elasticity refers to the ability to automatically scale resources up or down in response to demand, but it is a broader concept that horizontal scaling helps achieve.

BLoad balancing

Load balancing distributes incoming network traffic across multiple servers to ensure no single server is overwhelmed, but it is a mechanism used in conjunction with scaling, not the scaling method itself.

CHorizontal scalingCorrect

Horizontal scaling, also known as scaling out, involves adding more instances or nodes to a distributed system to distribute the workload and handle increased demand. This approach enhances capacity and performance by distributing processing across multiple, often smaller, resources rather than increasing the power of a single resource.

DVertical scaling

Vertical scaling, or scaling up, involves increasing the resources (e.g., CPU, RAM) of an existing single node, rather than adding new nodes to the system.

Concept tested: Cloud scaling - horizontal scaling

Source: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/considerations/scale#scaling-methods

Topics

#horizontal scaling#distributed systems#elasticity#scalability

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