create a paper that compares horizontal and vertical scaling…

create a paper that compares horizontal and vertical scaling. Be sure to include two situations for each scaling type where that scaling method would be beneficial. Assignments should be clear and detailed with a minimum of 500 words, sources must be cited in APA format and must have clear organization and flow.



Title: Analyzing Horizontal and Vertical Scaling Techniques: A Comparative Study

Scaling is an essential aspect of modern computer systems and plays a vital role in meeting the growing demands of large-scale applications. Horizontal and vertical scaling are two prominent methods used to enhance system performance and accommodate increasing workloads. This paper aims to compare these scalability techniques, highlighting their advantages in specific situations.

Horizontal Scaling:
Horizontal scaling, also known as scaling out, involves adding more machines to distribute the workload across a larger number of servers. This method is ideal when handling high user traffic, ensuring efficient resource utilization, and increasing system availability.

1. Situation 1: Web Application with Fluctuating Traffic
In scenarios where a web application experiences varying levels of traffic, horizontal scaling is beneficial. By adding more servers, the application can dynamically allocate resources based on demand, guaranteeing smooth user experiences during peak periods without overburdening the system during low-traffic phases.

2. Situation 2: Big Data Processing
Vertical scaling may prove inefficient when dealing with large datasets. In such cases, horizontal scaling enables parallel processing and faster data analysis. By distributing the workload across multiple machines, horizontal scaling enhances computational efficiency, reducing the processing time required for data-intensive tasks.

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