Spring Cloud Data Flow: Orchestrating Machine Learning Pipelines
In the dynamic world of machine learning, the journey from raw data to a deployed model involves a series of intricate steps. Spring Cloud Data Flow (SCDF) emerges as a…
Monitoring Microservices Health with Spring Discovery Client and Actuator
In the world of microservices, where applications are decomposed into smaller, independent services, maintaining visibility into the health of each service is crucial. Spring Boot provides a powerful combination of…
Service Discovery with Spring Cloud Discovery Eureka
Spring Cloud Discovery Eureka is a service registry that enables applications to dynamically discover other applications in a microservice architecture. With Eureka, applications can register themselves with the registry and…
Crafting Custom Metrics for Micrometer Tracing: A Comprehensive Guide
Micrometer, a versatile application metrics facade, seamlessly integrates with Spring Boot Actuator to capture and expose vital insights into your application’s performance. While Micrometer offers a plethora of pre-defined metrics,…
Spring Boot Actuator: Crafting Custom Endpoints for Tailored Insights
Spring Boot Actuator provides a robust set of built-in endpoints for monitoring and managing your applications. However, there are scenarios where you might need to expose application-specific information or metrics…
Spring Micrometer: Tracing and Observability Made Easy
Observability is crucial for modern applications, allowing you to understand their behavior and performance. Spring Boot 3 introduces powerful observability features through Micrometer. Understanding Observability Observability involves collecting metrics, logs,…
Centralized API Documentation with Spring Gateway and Springdoc
In microservices architectures, where multiple services expose their own APIs, having centralized documentation is crucial for developers and consumers. Spring Gateway, acting as the API gateway, can be leveraged to…