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.

Partner – Microsoft – NPI EA (cat = Baeldung)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Microsoft – NPI EA (cat= Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, you can get started over on the documentation page.

And, you can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Orkes – NPI EA (cat=Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag=Microservices)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

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:

>> Join Pro and download the eBook

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:

>> LEARN SPRING
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 – All Access – NPI EA (cat= Spring)
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All Access is finally out, with all of my Spring courses. Learn JUnit is out as well, and Learn Maven is coming fast. And, of course, quite a bit more affordable. Finally.

>> GET THE COURSE
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 – LambdaTest – NPI EA (cat=Testing)
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End-to-end testing is a very useful method to make sure that your application works as intended. This highlights issues in the overall functionality of the software, that the unit and integration test stages may miss.

Playwright is an easy-to-use, but powerful tool that automates end-to-end testing, and supports all modern browsers and platforms.

When coupled with LambdaTest (an AI-powered cloud-based test execution platform) it can be further scaled to run the Playwright scripts in parallel across 3000+ browser and device combinations:

>> Automated End-to-End Testing With Playwright

Course – Spring Sale 2025 – NPI EA (cat= Baeldung)
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Yes, we're now running our Spring Sale. All Courses are 25% off until 26th May, 2025:

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Course – Spring Sale 2025 – NPI (cat=Baeldung)
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Yes, we're now running our Spring Sale. All Courses are 25% off until 26th May, 2025:

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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:

>> Download the eBook

1. Overview

The Spring ThreadPoolTaskExecutor is a JavaBean that provides an abstraction around a java.util.concurrent.ThreadPoolExecutor instance and exposes it as a Spring org.springframework.core.task.TaskExecutor. Further, it is highly configurable through the properties of corePoolSize, maxPoolSize, queueCapacity, allowCoreThreadTimeOut and keepAliveSeconds. In this tutorial, we’ll look at the corePoolSize and maxPoolSize properties.

2. corePoolSize vs. maxPoolSize

Users new to this abstraction may easily get confused about the difference in the two configuration properties. Therefore, let’s look at each independently.

2.1. corePoolSize

The corePoolSize is the minimum number of workers to keep alive without timing out. It is a configurable property of ThreadPoolTaskExecutor. However, the ThreadPoolTaskExecutor abstraction delegates setting this value to the underlying java.util.concurrent.ThreadPoolExecutor. To clarify, all threads may time out — effectively setting the value of corePoolSize to zero if we’ve set allowCoreThreadTimeOut to true.

2.2. maxPoolSize

In contrast, the maxPoolSize defines the maximum number of threads that can ever be created. Similarly, the maxPoolSize property of ThreadPoolTaskExecutor also delegates its value to the underlying java.util.concurrent.ThreadPoolExecutor. To clarify, maxPoolSize depends on queueCapacity in that ThreadPoolTaskExecutor will only create a new thread if the number of items in its queue exceeds queueCapacity.

3. So What’s the Difference?

The difference between corePoolSize and maxPoolSize may seem evident. However, there are some subtleties regarding their behavior.

When we submit a new task to the ThreadPoolTaskExecutor, it creates a new thread if fewer than corePoolSize threads are running, even if there are idle threads in the pool, or if fewer than maxPoolSize threads are running and the queue defined by queueCapacity is full.

Next, let’s look at some code to see examples of when each property springs into action.

4. Examples

Firstly, let’s say we have a method that executes new threads, from the ThreadPoolTaskExecutor, named startThreads:

public void startThreads(ThreadPoolTaskExecutor taskExecutor, CountDownLatch countDownLatch, 
  int numThreads) {
    for (int i = 0; i < numThreads; i++) {
        taskExecutor.execute(() -> {
            try {
                Thread.sleep(100L * ThreadLocalRandom.current().nextLong(1, 10));
                countDownLatch.countDown();
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        });
    }
}

Let’s test the default configuration of ThreadPoolTaskExecutor, which defines a corePoolSize of one thread, an unbounded maxPoolSize, and an unbounded queueCapacity. As a result, we expect that no matter how many tasks we start, we’ll only have one thread running:

@Test
public void whenUsingDefaults_thenSingleThread() {
    ThreadPoolTaskExecutor taskExecutor = new ThreadPoolTaskExecutor();
    taskExecutor.afterPropertiesSet();

    CountDownLatch countDownLatch = new CountDownLatch(10);
    this.startThreads(taskExecutor, countDownLatch, 10);

    while (countDownLatch.getCount() > 0) {
        Assert.assertEquals(1, taskExecutor.getPoolSize());
    }
}

Now, let’s alter the corePoolSize to a max of five threads and ensure it behaves as advertised. As a result, we expect five threads to be started no matter the number of tasks submitted to the ThreadPoolTaskExecutor:

@Test
public void whenCorePoolSizeFive_thenFiveThreads() {
    ThreadPoolTaskExecutor taskExecutor = new ThreadPoolTaskExecutor();
    taskExecutor.setCorePoolSize(5);
    taskExecutor.afterPropertiesSet();

    CountDownLatch countDownLatch = new CountDownLatch(10);
    this.startThreads(taskExecutor, countDownLatch, 10);

    while (countDownLatch.getCount() > 0) {
        Assert.assertEquals(5, taskExecutor.getPoolSize());
    }
}

Similarly, we can increment the maxPoolSize to ten while leaving the corePoolSize at five. As a result, we expect to start only five threads. To clarify, only five threads start because the queueCapacity is still unbounded:

@Test
public void whenCorePoolSizeFiveAndMaxPoolSizeTen_thenFiveThreads() {
    ThreadPoolTaskExecutor taskExecutor = new ThreadPoolTaskExecutor();
    taskExecutor.setCorePoolSize(5);
    taskExecutor.setMaxPoolSize(10);
    taskExecutor.afterPropertiesSet();

    CountDownLatch countDownLatch = new CountDownLatch(10);
    this.startThreads(taskExecutor, countDownLatch, 10);

    while (countDownLatch.getCount() > 0) {
        Assert.assertEquals(5, taskExecutor.getPoolSize());
    }
}

Further, we’ll now repeat the previous test but increment the queueCapacity to ten and start twenty threads. Therefore, we now expect to start ten threads in total:

@Test
public void whenCorePoolSizeFiveAndMaxPoolSizeTenAndQueueCapacityTen_thenTenThreads() {
    ThreadPoolTaskExecutor taskExecutor = new ThreadPoolTaskExecutor();
    taskExecutor.setCorePoolSize(5);
    taskExecutor.setMaxPoolSize(10);
    taskExecutor.setQueueCapacity(10);
    taskExecutor.afterPropertiesSet();

    CountDownLatch countDownLatch = new CountDownLatch(20);
    this.startThreads(taskExecutor, countDownLatch, 20);

    while (countDownLatch.getCount() > 0) {
        Assert.assertEquals(10, taskExecutor.getPoolSize());
    }
}

Likewise, if we had set the queueCapactity to zero and only started ten tasks, we’d also have ten threads in our ThreadPoolTaskExecutor.

5. Conclusion

ThreadPoolTaskExecutor is a powerful abstraction around a java.util.concurrent.ThreadPoolExecutor, providing options for configuring the corePoolSize, maxPoolSize, and queueCapacity. In this tutorial, we looked at the corePoolSize and maxPoolSize properties, as well as how maxPoolSize works in tandem with queueCapacity, allowing us to easily create thread pools for any use case.

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.

Partner – Microsoft – NPI EA (cat = Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Orkes – NPI EA (cat = Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag = Microservices)
announcement - icon

Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

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:

>> Download the eBook

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

Course – Spring Sale 2025 – NPI EA (cat= Baeldung)
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Yes, we're now running our Spring Sale. All Courses are 25% off until 26th May, 2025:

>> EXPLORE ACCESS NOW

Course – Spring Sale 2025 – NPI (All)
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Yes, we're now running our Spring Sale. All Courses are 25% off until 26th May, 2025:

>> EXPLORE ACCESS NOW

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

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