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How to Scale Stateful Services Effectively

Aditya Bhuyan
7 min readNov 16, 2024

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Introduction:

Scalability is one of the most important criteria that determines the success of applications in today’s quickly growing software architecture in which software architecture is always evolving. For the purpose of preserving performance in the face of growing user traffic, it is vital to have a solid understanding of how to scale your services in an efficient manner, regardless of whether you are managing microservices, cloud-based solutions, or distributed systems.

It is vital to differentiate between stateful and stateless services when developing a scalable application: stateful services are those that store data. In contrast to stateless services, which are easier to scale, stateful services face a distinct set of issues since they require data to be persistent throughout repeated requests or sessions. The purpose of this article is to provide a comprehensive analysis of the major distinctions that exist between stateful and stateless services, as well as the specific issues that are associated with scaling stateful services and the methods and tools that can assist in overcoming those challenges in order to achieve effective scalability.

Understanding Stateful and Stateless Services

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Aditya Bhuyan
Aditya Bhuyan

Written by Aditya Bhuyan

I am Aditya. I work as a cloud native specialist and consultant. In addition to being an architect and SRE specialist, I work as a cloud engineer and developer.

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