The rapid rise of Internet of Things (IoT) devices and real-time processing demands has shifted computation closer to the data source — at the edge. Java, with its strong ecosystem, platform independence, and mature tooling, continues to be a powerful choice for developing distributed, secure, and scalable IoT solutions. Designing Read more
In the era of distributed systems, microservices introduce agility and scalability — but they also dramatically increase complexity in tracking user actions and system changes. Audit logging plays a crucial role in ensuring traceability, accountability, and compliance with regulations such as GDPR, HIPAA, PCI-DSS, SOX, and ISO 27001. In this Read more
As modern systems continue to embrace microservices, public APIs, and high-volume traffic, controlling how consumers access APIs becomes critical. Without proper rate limiting, even a single misbehaving client can overwhelm your application—leading to degraded performance, increased latency, and potential downtime. Rate limiting and throttling safeguard your APIs by controlling the Read more
Modern distributed systems rely heavily on asynchronous communication to maintain resilience, scalability, and fault isolation. AWS offers two widely adopted managed messaging services—Amazon Simple Queue Service (SQS) and Amazon Simple Notification Service (SNS)—that simplify building event-driven architectures in Java applications. SNS enables pub/sub messaging with multiple subscribers, while SQS provides Read more
Introduction In modern cloud-native architectures, microservices have become the preferred style for building scalable, resilient, and independently deployable applications. However, this architectural model introduces dynamism and distribution: services may scale up or down, move between hosts or containers, and network addresses may change. In this context, service discovery emerges as Read more
Introduction In today’s fast‑moving digital world, microservices architectures demand frequent updates without interrupting service availability. Zero downtime deployments are essential for mission‑critical systems—such as banking, e‑commerce, and high‑traffic consumer apps—to ensure customer trust and operational resilience. This article explores two established strategies—Blue/Green and Canary deployments—along with technical considerations, pipeline integration, Read more
In microservices architecture, services often evolve independently. Over time, this leads to changes in data contracts—commonly referred to as schema evolution. If not handled carefully, even minor schema changes can break inter-service communication, leading to data loss, runtime errors, or system outages. This article explores how to safely manage schema Read more
Introduction Java applications are widely used in enterprises due to their robustness, scalability, and extensive ecosystem. However, when deployed in cloud environments, they can incur significant costs if not optimized properly. Understanding how to manage and reduce cloud spending is essential for businesses looking to improve ROI without sacrificing performance. Read more
Introduction In today’s cloud-native world, container orchestration has become an essential skill for developers, especially Java developers working on microservices and scalable backend systems. Kubernetes is the de facto standard for container orchestration, enabling teams to automate deployment, scaling, and management of applications. This blog post aims to bridge the Read more
Introduction Microservices architecture has become the de facto standard for building scalable and resilient applications. By breaking down applications into smaller, independent services, organizations can achieve greater agility, scalability, and maintainability. Spring Cloud provides a powerful ecosystem to build, deploy, and manage microservices efficiently. In this comprehensive guide, we will Read more
