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Software Architecture Patterns: Monolithic, Microservices, and Serverless

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Software architecture patterns

Software architecture is the most critical design decision that shapes a system’s structural foundation and determines its long-term sustainability. A wrong architectural choice can lead to an inability to scale, exponentially rising maintenance costs, and ultimately project failure. In this article, we take an in-depth look at three fundamental architectural patterns.

Monolithic Architecture

Monolithic architecture is the traditional approach where all application components are developed within a single codebase and deployed as a single unit. The user interface, business logic, and data access layer all run within a single process.

Advantages

  • Simple development: Single project structure, easy to start
  • Easy testing: End-to-end tests run in a single environment
  • Low operational complexity: Single server, single deployment
  • Performance: In-process communication, no network latency

Disadvantages

  • Code complexity becomes unmanageable as the application grows
  • A single bug can crash the entire system
  • Independent scaling is not possible
  • Technology changes are nearly impossible

Microservices Architecture

Microservices architecture is an approach that breaks an application into small, focused services that can be deployed independently. Each service owns its own database and communicates with other services through APIs.

Statistic: According to O’Reilly’s 2024 research, 77% of enterprise software projects have adopted or plan to adopt microservices architecture. However, 53% of these projects fall into the distributed monolith trap.

Microservices Design Principles

  1. Single Responsibility: Each service focuses on a single business domain
  2. Independent Deployment: Services can be updated independently of each other
  3. Data Isolation: Each service owns its own data store
  4. Fault Tolerance: One service crashing does not affect the others
  5. Autonomous Teams: Each team is responsible for its own service

Serverless Architecture

Serverless architecture is a cloud-based model that allows developers to focus solely on business logic without managing infrastructure. AWS Lambda, Azure Functions, and Google Cloud Functions are the pioneering platforms of this model.

How It Works

Event Trigger → Function Executes → Result Returns → Resources Released

Comparing the Three Architectures

Feature Monolithic Microservices Serverless
Scaling Vertical Horizontal (per service) Automatic
Cost model Fixed server Container-based Pay-per-use
Startup speed Fast Slow Very fast
Operational overhead Medium High Low
Suitable project size Small-Medium Large Event-driven

Choosing the Right Architecture

The project’s size, team experience, scaling needs, and budget constraints play a decisive role in the architectural choice. For a small startup’s MVP, microservices architecture creates unnecessary complexity, while a monolithic approach is unsustainable for a platform serving millions of users.

At TAGUM, we developed our DeskTR online support platform using microservices architecture, while leveraging serverless functions for our ixir.ai AI assistant. Making the right architectural decision for each project’s needs is one of the most valuable competencies in software engineering.

Conclusion

Choosing an architectural pattern is more of a strategic business decision than a purely technical one. Today’s successful software projects take a pragmatic path, combining different architectural approaches for different components rather than adhering to a single pattern.

→ Determine the best architecture for your project with TAGUM’s experts

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