Vertical or Horizontal Scale?
Filipe Costa
Posted on June 10, 2024
System Design
Horizontal Scaling or Vertical Scaling?
Hi, this is my first article in English, so I apologize for any mistakes. I'm trying to improve my English each day. In this article, I will explain some basic principles of system design for beginners.
Scenario
Imagine that you have built software and an API. Suddenly, you get more and more users, and your application starts experiencing timeouts. You need to increase the capacity of your server.
What is the best way to scale your server?
Vertical Scaling
Vertical scaling involves upgrading a single machine with more resources—such as memory, processor, and disk space—instead of adding more machines.
Horizontal Scaling
Horizontal scaling involves adding more machines to your infrastructure, increasing the number of servers rather than the resources of a single server.
Which is the Best Choice?
It depends on various factors. Below are some good and bad points of each design:
Vertical Scaling
Good Points | Bad Points |
---|---|
Consistent data | Single point of failure |
Single point of process | Hardware limits |
Small infrastructure (no need for load balancer) |
Horizontal Scaling
Good Points | Bad Points |
---|---|
Scales well | Potential data inconsistency |
Resilient | Many network calls |
Good for increasing users | More expensive to maintain |
Larger infrastructure |
As we can see, there are many good and bad points for each design. Horizontal scaling tends to have more complexity and costs but can handle more users and provide better resilience.
Key questions to consider:
- Is data consistency very important to you?
- Can a single point of failure destroy your company?
- Are your users critical?
- Does your company have a perspective to increase users?
These considerations can help you choose the best option. Normally, in early stages of a company, vertical scaling is the best way. However, at some point, a single machine might not be enough to support your growth.
Unfortunately, there is no definitive answer to these questions—it depends on your specific situation and moment.
Posted on June 10, 2024
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