eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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Let's get started with a Microservice Architecture with Spring Cloud:

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eBook – Mockito – NPI EA (tag = Mockito)
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Mocking is an essential part of unit testing, and the Mockito library makes it easy to write clean and intuitive unit tests for your Java code.

Get started with mocking and improve your application tests using our Mockito guide:

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eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

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eBook – Reactive – NPI EA (cat=Reactive)
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Spring 5 added support for reactive programming with the Spring WebFlux module, which has been improved upon ever since. Get started with the Reactor project basics and reactive programming in Spring Boot:

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eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

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eBook – Jackson – NPI EA (cat=Jackson)
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Do JSON right with Jackson

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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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Get the most out of the Apache HTTP Client

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eBook – Maven – NPI EA (cat = Maven)
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Get Started with Apache Maven:

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eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

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eBook – RwS – NPI EA (cat=Spring MVC)
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Building a REST API with Spring?

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Course – LS – NPI EA (cat=Jackson)
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Get started with Spring and Spring Boot, through the Learn Spring course:

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Course – RWSB – NPI EA (cat=REST)
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Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

>> The New “REST With Spring Boot”

Course – LSS – NPI EA (cat=Spring Security)
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Yes, Spring Security can be complex, from the more advanced functionality within the Core to the deep OAuth support in the framework.

I built the security material as two full courses - Core and OAuth, to get practical with these more complex scenarios. We explore when and how to use each feature and code through it on the backing project.

You can explore the course here:

>> Learn Spring Security

Course – LSD – NPI EA (tag=Spring Data JPA)
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Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

Get started with Spring Data JPA through the guided reference course:

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Partner – Moderne – NPI EA (cat=Spring Boot)
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Refactor Java code safely — and automatically — with OpenRewrite.

Refactoring big codebases by hand is slow, risky, and easy to put off. That’s where OpenRewrite comes in. The open-source framework for large-scale, automated code transformations helps teams modernize safely and consistently.

Each month, the creators and maintainers of OpenRewrite at Moderne run live, hands-on training sessions — one for newcomers and one for experienced users. You’ll see how recipes work, how to apply them across projects, and how to modernize code with confidence.

Join the next session, bring your questions, and learn how to automate the kind of work that usually eats your sprint time.

Course – LJB – NPI EA (cat = Core Java)
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Code your way through and build up a solid, practical foundation of Java:

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Partner – LambdaTest – NPI EA (cat= Testing)
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Distributed systems often come with complex challenges such as service-to-service communication, state management, asynchronous messaging, security, and more.

Dapr (Distributed Application Runtime) provides a set of APIs and building blocks to address these challenges, abstracting away infrastructure so we can focus on business logic.

In this tutorial, we'll focus on Dapr's pub/sub API for message brokering. Using its Spring Boot integration, we'll simplify the creation of a loosely coupled, portable, and easily testable pub/sub messaging system:

>> Flexible Pub/Sub Messaging With Spring Boot and Dapr

1. Introduction

To run an application in an optimal way, JVM divides memory into stack and heap memory. Whenever we declare new variables and objects, call a new method, declare a String, or perform similar operations, JVM designates memory to these operations from either Stack Memory or Heap Space.

In this tutorial, we’ll examine these memory models. First, we’ll explore their key features. Then we’ll learn how they are stored in RAM, and where to use them. Finally, we’ll discuss the key differences between them.

2. Stack Memory in Java

Stack Memory in Java is used for static memory allocation and the execution of a thread. It contains primitive values that are specific to a method and references to objects referred from the method that are in a heap.

Access to this memory is in Last-In-First-Out (LIFO) order. Whenever we call a new method, a new block is created on top of the stack which contains values specific to that method, like primitive variables and references to objects.

When the method finishes execution, its corresponding stack frame is flushed, the flow goes back to the calling method, and space becomes available for the next method.

2.1. Key Features of Stack Memory

Some other features of stack memory include:

  • It grows and shrinks as new methods are called and returned, respectively.
  • Variables inside the stack exist only as long as the method that created them is running.
  • It’s automatically allocated and deallocated when the method finishes execution.
  • If this memory is full, Java throws java.lang.StackOverFlowError.
  • Access to this memory is fast when compared to heap memory.
  • This memory is threadsafe, as each thread operates in its own stack.

3. Heap Space in Java

Heap space is used for the dynamic memory allocation of Java objects and JRE classes at runtime. New objects are always created in heap space, and the references to these objects are stored in stack memory.

These objects have global access and we can access them from anywhere in the application.

We can break this memory model down into smaller parts, called generations, which are:

  1. Young Generation – this is where all new objects are allocated and aged. A minor Garbage collection occurs when this fills up.
  2. Old or Tenured Generation – this is where long surviving objects are stored. When objects are stored in the Young Generation, a threshold for the object’s age is set, and when that threshold is reached, the object is moved to the old generation.
  3. Permanent Generation – this consists of JVM metadata for the runtime classes and application methods.

These different portions are also discussed in the article Difference Between JVM, JRE, and JDK.

We can always manipulate the size of heap memory as per our requirement. For more information, visit this linked Baeldung article.

3.1. Key Features of Java Heap Memory

Some other features of heap space include:

  • It’s accessed via complex memory management techniques that include the Young Generation, Old or Tenured Generation, and Permanent Generation.
  • If heap space is full, Java throws java.lang.OutOfMemoryError.
  • Access to this memory is comparatively slower than stack memory
  • This memory, in contrast to stack, isn’t automatically deallocated. It needs Garbage Collector to free up unused objects so as to keep the efficiency of the memory usage.
  • Unlike stack, a heap isn’t threadsafe and needs to be guarded by properly synchronizing the code.

4. Example

Based on what we’ve learned so far, let’s analyze a simple Java code to assess how memory is managed:

class Person {
    int id;
    String name;

    public Person(int id, String name) {
        this.id = id;
        this.name = name;
    }
}

public class PersonBuilder {
    private static Person buildPerson(int id, String name) {
        return new Person(id, name);
    }

    public static void main(String[] args) {
        int id = 23;
        String name = "John";
        Person person = null;
        person = buildPerson(id, name);
    }
}

Let’s analyze this step-by-step:

  1. When we enter the main() method, a space in stack memory is created to store primitives and references of this method.
    • Stack memory directly stores the primitive value of the integer id.
    • The reference variable person of type Person will also be created in stack memory, initially pointing to null and later updated to point to the actual object in the heap.
  2. The main method is calling the buildPerson() static method, for which allocation will take place in stack memory on top of the previous one.
  3. The buildPerson() calls the parameterized constructor Person(int, String) which will allocate further memory on top of the previous stack. This will store:
    • The this object reference of the calling object in stack memory
    • The primitive value id in the stack memory
    • The reference variable of String argument name, which will point to the actual string from string pool in heap memory
  4. However, heap memory will store all instance variables for the newly created object person of type Person.

Let’s look at this allocation in the diagram below:

java heap stack diagram

5. Summary

Before we conclude this article, let’s quickly summarize the differences between the Stack Memory and the Heap Space:

Parameter Stack Memory Heap Space
Application Stack is used in parts, one at a time during execution of a thread The entire application uses Heap space during runtime
Size Stack has size limits depending upon OS, and is usually smaller than Heap There is no size limit on Heap
Storage Stores only primitive variables and references to objects that are created in Heap Space All the newly created objects are stored here
Order It’s accessed using Last-in First-out (LIFO) memory allocation system This memory is accessed via complex memory management techniques that include Young Generation, Old or Tenured Generation, and Permanent Generation.
Life Stack memory only exists as long as the current method is running Heap space exists as long as the application runs
Efficiency Much faster to allocate when compared to heap Slower to allocate when compared to stack
Allocation/Deallocation This Memory is automatically allocated and deallocated when a method is called and returned, respectively Heap space is allocated when new objects are created and deallocated by Gargabe Collector when they’re no longer referenced

6. Conclusion

Stack and heap are two ways in which Java allocates memory. In this article, we learned how they work, and when to use them for developing better Java programs.

To learn more about Memory Management in Java, have a look at this article here. We also touched on the JVM Garbage Collector, which is discussed briefly over in this article.

Baeldung Pro – NPI EA (cat = Baeldung)
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Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

>> Explore a clean Baeldung

Once the early-adopter seats are all used, the price will go up and stay at $33/year.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
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The Apache HTTP Client is a very robust library, suitable for both simple and advanced use cases when testing HTTP endpoints. Check out our guide covering basic request and response handling, as well as security, cookies, timeouts, and more:

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eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

>> Join Pro and download the eBook

eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

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Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
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Modern Java teams move fast — but codebases don’t always keep up. Frameworks change, dependencies drift, and tech debt builds until it starts to drag on delivery. OpenRewrite was built to fix that: an open-source refactoring engine that automates repetitive code changes while keeping developer intent intact.

The monthly training series, led by the creators and maintainers of OpenRewrite at Moderne, walks through real-world migrations and modernization patterns. Whether you’re new to recipes or ready to write your own, you’ll learn practical ways to refactor safely and at scale.

If you’ve ever wished refactoring felt as natural — and as fast — as writing code, this is a good place to start.

eBook Jackson – NPI EA – 3 (cat = Jackson)