eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
announcement - icon

Let's get started with a Microservice Architecture with Spring Cloud:

>> Join Pro and download the eBook

eBook – Mockito – NPI EA (tag = Mockito)
announcement - icon

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:

Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
announcement - icon

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 – Reactive – NPI EA (cat=Reactive)
announcement - icon

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:

>> Join Pro and download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
announcement - icon

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)
announcement - icon

Do JSON right with Jackson

Download the E-book

eBook – HTTP Client – NPI EA (cat=Http Client-Side)
announcement - icon

Get the most out of the Apache HTTP Client

Download the E-book

eBook – Maven – NPI EA (cat = Maven)
announcement - icon

Get Started with Apache Maven:

Download the E-book

eBook – Persistence – NPI EA (cat=Persistence)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

eBook – RwS – NPI EA (cat=Spring MVC)
announcement - icon

Building a REST API with Spring?

Download the E-book

Course – LS – NPI EA (cat=Jackson)
announcement - icon

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

>> LEARN SPRING
Course – RWSB – NPI EA (cat=REST)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (cat=Spring Boot)
announcement - icon

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)
announcement - icon

Code your way through and build up a solid, practical foundation of Java:

>> Learn Java Basics

1. Overview

In this tutorial, we’ll look at how we can use the DeferredResult class in Spring MVC to perform asynchronous request processing.

Asynchronous support was introduced in Servlet 3.0 and, simply put, it allows processing an HTTP request in another thread than the request receiver thread.

DeferredResult, available from Spring 3.2 onwards, assists in offloading a long-running computation from an http-worker thread to a separate thread.

Although the other thread will take some resources for computation, the worker threads are not blocked in the meantime and can handle incoming client requests.

The async request processing model is very useful as it helps scale an application well during high loads, especially for IO intensive operations.

2. Setup

For our examples, we’ll use a Spring Boot application. For more details on how to bootstrap the application, refer to our previous article.

Next, we’ll demonstrate both synchronous and asynchronous communication using DeferredResult and also compare how asynchronous one scales better for high load and IO intensive use cases.

3. Blocking REST Service

Let’s start with developing a standard blocking REST service:

@GetMapping("/process-blocking")
public ResponseEntity<?> handleReqSync(Model model) { 
    // ...
    return ResponseEntity.ok("ok");
}

The problem here is that the request processing thread is blocked until the complete request is processed and the result is returned. In case of long-running computations, this is a sub-optimal solution.

To address this, we can make better use of container threads to handle client requests as we’ll see in the next section.

4. Non-Blocking REST Using DeferredResult

To avoid blocking, we’ll use callbacks-based programming model where instead of the actual result, we’ll return a DeferredResult to the servlet container.

@GetMapping("/async-deferredresult")
public DeferredResult<ResponseEntity<?>> handleReqDefResult(Model model) {
    LOG.info("Received async-deferredresult request");
    DeferredResult<ResponseEntity<?>> output = new DeferredResult<>();
    
    ForkJoinPool.commonPool().submit(() -> {
        LOG.info("Processing in separate thread");
        try {
            Thread.sleep(6000);
        } catch (InterruptedException e) {
        }
        output.setResult(ResponseEntity.ok("ok"));
    });
    
    LOG.info("servlet thread freed");
    return output;
}

Request processing is done in a separate thread and once completed we invoke the setResult operation on the DeferredResult object.

Let’s look at the log output to check that our threads behave as expected:

[nio-8080-exec-6] com.baeldung.controller.AsyncDeferredResultController: 
Received async-deferredresult request
[nio-8080-exec-6] com.baeldung.controller.AsyncDeferredResultController: 
Servlet thread freed
[nio-8080-exec-6] java.lang.Thread : Processing in separate thread

Internally, the container thread is notified and the HTTP response is delivered to the client. The connection will remain open by the container(servlet 3.0 or later) until the response arrives or times out.

5. DeferredResult Callbacks

We can register 3 types of callbacks with a DeferredResult: completion, timeout and error callbacks.

Let’s use the onCompletion() method to define a block of code that’s executed when an async request completes:

deferredResult.onCompletion(() -> LOG.info("Processing complete"));

Similarly, we can use onTimeout() to register custom code to invoke once timeout occurs. In order to limit request processing time, we can pass a timeout value during the DeferredResult object creation:

DeferredResult<ResponseEntity<?>> deferredResult = new DeferredResult<>(500l);

deferredResult.onTimeout(() -> 
  deferredResult.setErrorResult(
    ResponseEntity.status(HttpStatus.REQUEST_TIMEOUT)
      .body("Request timeout occurred.")));

In case of timeouts, we’re setting a different response status via timeout handler registered with DeferredResult.

Let’s trigger a timeout error by processing a request that takes more than the defined timeout values of 5 seconds:

ForkJoinPool.commonPool().submit(() -> {
    LOG.info("Processing in separate thread");
    try {
        Thread.sleep(6000);
    } catch (InterruptedException e) {
        ...
    }
    deferredResult.setResult(ResponseEntity.ok("OK")));
});

Let’s look at the logs:

[nio-8080-exec-6] com.baeldung.controller.DeferredResultController: 
servlet thread freed
[nio-8080-exec-6] java.lang.Thread: Processing in separate thread
[nio-8080-exec-6] com.baeldung.controller.DeferredResultController: 
Request timeout occurred

There will be scenarios where long-running computation fails due to some error or exception. In this case, we can also register an onError() callback:

deferredResult.onError((Throwable t) -> {
    deferredResult.setErrorResult(
      ResponseEntity.status(HttpStatus.INTERNAL_SERVER_ERROR)
        .body("An error occurred."));
});

In case of an error, while computing the response, we’re setting a different response status and message body via this error handler.

6. Conclusion

In this quick article, we looked at how Spring MVC DeferredResult eases the creation of asynchronous endpoints.

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)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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)
announcement - icon

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)
announcement - icon

Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

announcement - icon

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

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
announcement - icon

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)