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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eBook – Java Concurrency – NPI (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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1. Overview

In this tutorial, we’ll learn how Spring beans created with the singleton scope work behind the scenes to serve multiple concurrent requests. Furthermore, we’ll understand how Java stores the bean instances in memory and how it handles concurrent access to them.

2. Spring Beans and Java Heap Memory

The Java heap, as we know, is a globally shared memory accessible to all the running threads within an application. When the Spring container creates a bean with the singleton scope, the bean is stored in the heap. This way, all the concurrent threads are able to point to the same bean instance.

Next, let’s understand what the stack memory of a thread is and how it helps to serve concurrent requests.

3. How Are Concurrent Requests Served?

As an example, let’s take a Spring application that has a singleton bean called ProductService:

@Service
public class ProductService {
    private final static List<Product> productRepository = asList(
      new Product(1, "Product 1", new Stock(100)),
      new Product(2, "Product 2", new Stock(50))
    );

    public Optional<Product> getProductById(int id) {
        Optional<Product> product = productRepository.stream()
          .filter(p -> p.getId() == id)
          .findFirst();
        String productName = product.map(Product::getName)
          .orElse(null);

        System.out.printf("Thread: %s; bean instance: %s; product id: %s has the name: %s%n", currentThread().getName(), this, id, productName);

        return product;
    }
}

This bean has a method getProductById() which returns product data to its callers. Further, the data returned by this bean is exposed to the clients on the endpoint /product/{id}.

Next, let’s explore what happens at runtime when simultaneous calls hit the endpoint /product/{id}. Specifically, the first thread will call the endpoint /product/1 and the second thread will call /product/2.

Spring creates a different thread for each request. As we see in the console output below, both threads use the same ProductService instance to return the product data:

Thread: pool-2-thread-1; bean instance: com.baeldung.concurrentrequest.ProductService@18333b93; product id: 1 has the name: Product 1
Thread: pool-2-thread-2; bean instance: com.baeldung.concurrentrequest.ProductService@18333b93; product id: 2 has the name: Product 2

It’s possible for Spring to use the same bean instance in multiple threads, firstly because for each thread, Java creates a private stack memory.

The stack memory is responsible for storing the states of the local variables used inside methods during thread execution. This way, Java makes sure that threads executing in parallel do not overwrite each other’s variables.

Secondly, because ProductService bean sets no restrictions or locks at the heap level, the program counter of each thread is able to point to the same reference of the bean instance in the heap memory. Therefore, both threads can execute the getProdcutById() method simultaneously.

Next, we’ll understand why it’s crucial for singleton beans to be stateless.

4. Stateless Singleton Beans vs. Stateful Singleton Beans

To understand why stateless singleton beans are important, let’s see what the side effects of using stateful singleton beans are.

Suppose we moved the productName variable to the class level:

@Service
public class ProductService {
    private String productName = null;
    
    // ...

    public Optional getProductById(int id) {
        // ...

        productName = product.map(Product::getName).orElse(null);

       // ...
    }
}

Now, let’s run the service again and look at the output:

Thread: pool-2-thread-2; bean instance: com.baeldung.concurrentrequest.ProductService@7352a12e; product id: 2 has the name: Product 2
Thread: pool-2-thread-1; bean instance: com.baeldung.concurrentrequest.ProductService@7352a12e; product id: 1 has the name: Product 2

As we can see, the call for productId 1 shows the productName “Product 2” instead of “Product 1”. This happens because the ProductService is stateful and shares the same productName variable with all running threads.

To avoid undesired side effects like this, it’s crucial to keep our singleton beans stateless.

5. Conclusion

In this article, we saw how concurrent access to singleton beans works in Spring. Firstly, we looked at how Java stores singleton beans in the heap memory. Next, we learned how different threads access the same singleton instance from the heap. Finally, we discussed why having stateless beans is important and looked at an example of what can happen if the beans are not stateless.

The code backing this article is available on GitHub. Once you're logged in as a Baeldung Pro Member, start learning and coding on the project.
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?

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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 – Java Concurrency – NPI (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

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

>> CHECK OUT THE COURSE

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