Tag: scalability

  • CQRS Pattern

    CQRS (Command Query Responsibility Segregation) and Reactive Programming are two powerful software design paradigms that complement each other when building highly scalable, responsive systems, particularly in the context of complex applications such as e-commerce platforms or real-time data processing systems. CQRS Pattern CQRS is an architectural pattern that separates the handling of commands (which modify…

  • Distributed System Architecture

    Distributed system architecture refers to a computing model in which components of a system are spread across multiple machines, yet function as a cohesive unit. These systems are designed to achieve scalability, fault tolerance, and high availability by leveraging the capabilities of multiple nodes or servers. Distributed systems are foundational to cloud computing, large-scale web…

  • Micro service Architecture

    Microservice architecture (MSA) is a design style that structures an application as a collection of small, autonomous, and independently deployable services. Each service is designed to fulfill a specific business function and communicates with other services through lightweight protocols like HTTP, REST, or messaging queues. This architecture is a modern alternative to monolithic systems, enabling…

  • Distributed System: Vertical scaling

    Distributed Systems: Vertical Scaling Vertical Scaling, often referred to as scaling up, is a fundamental strategy used in distributed systems to enhance system performance by increasing the resources of a single machine or node rather than adding more machines. This approach typically involves upgrading the CPU, RAM, or storage capacity of the existing hardware to…

  • Distributed System : Horizontal Scaling

    Horizontal Scaling is a key strategy for achieving scalability in distributed systems, particularly in cloud computing environments. It refers to the process of adding more computing resources—such as servers, nodes, or machines—into a system to distribute the load. Unlike vertical scaling, which involves upgrading the capacity of a single machine, horizontal scaling focuses on expanding…