Uma Mahesh

Introduction In microservices architectures, managing service requests efficiently while maintaining scalability, security, and a seamless client experience is a critical challenge. The API Gateway and Aggregator Pattern are design patterns that address these challenges by providing a centralized entry point…

Introduction Domain-Driven Design (DDD) is a software development approach that emphasizes modeling software around the business domain, fostering close collaboration between technical and domain experts to create systems that are maintainable, scalable, and aligned with business needs. In microservices architectures,…

Introduction Testing microservices is a critical aspect of ensuring their reliability, scalability, and correctness in distributed systems. Unlike monolithic architectures, where a single codebase and database simplify testing, microservices introduce challenges due to their decentralized nature, independent deployments, and inter-service…

Introduction In distributed systems and microservices architectures, deploying updates without interrupting service—achieving zero-downtime deployments—is a critical requirement for maintaining high availability, user satisfaction, and business continuity. Traditional deployment methods, such as stopping the application, updating code, and restarting, introduce unacceptable…

Introduction In microservices architectures, managing workflows across multiple services is a critical challenge, particularly when ensuring data consistency, scalability, and loose coupling. Two primary approaches for coordinating distributed workflows are Service Orchestration and Service Choreography. Orchestration involves a central coordinator…

Introduction In microservices architectures, ensuring data consistency across independently deployable services is a critical challenge due to the distributed nature of the system. Unlike monolithic architectures, where a single database enforces strong consistency through ACID transactions, microservices employ decentralized data…

Introduction In microservices architectures, inter-service communication is a critical component that enables loosely coupled, independently deployable services to collaborate effectively to deliver cohesive application functionality. Unlike monolithic architectures, where components interact through in-memory function calls, microservices communicate over networks, introducing…

Introduction Microservices architecture has become a cornerstone for building scalable, flexible, and resilient distributed systems, enabling organizations to develop applications that can handle dynamic workloads and evolve independently. Unlike monolithic architectures, microservices decompose applications into small, autonomous services, each responsible…

Introduction Event-Driven Architecture (EDA) is a powerful design paradigm that facilitates loosely coupled, asynchronous communication in distributed systems, particularly within microservices architectures. By using events—discrete records of significant state changes or occurrences—EDA enables microservices to interact without direct dependencies, promoting…