Parallel Testing: The Essential Guide
Related Product On This Page What is Parallel Testing?May 25, 2026 · 11 min read · Testing Guide
With the rise of CI/CD, QA teams must get bugs betimes by expanding test reporting through automation. Parallel essay enables simultaneous execution across multiple configurations, save time and costs while ascertain quality. Parallel testing is a testing methodology where multiple test cases are executed at the like time. This approach control faster feedback, facilitate detect issues early, and optimize the use of computing resources. It & # 8217; s particularly worthful in large projects where test fit can go time-intensive to execute sequentially. Benefits of Parallel Testing: Parallel examination is a procedure of leveraging automation testing capabilities by allowing the performance of the like tests simultaneously in multiple environments. The goal of parallel testing is to trim time and resource restraint. Unlike distributed testing, where the different test components running in a distributed style interact with each other, the parallel test approach is gratis from any such interaction. To better understand how parallel testing helps boost standard automation testing capableness, let us lead a simple illustration – an automated functional test of a signup form. To perform this test for 45 different browser/OS configurations, with each test taking an average clip of 2 minutes, the entire run clip of test would be 90 mins or 1.5 hrs when run successfully in sequence. Now imagine, when lam 3 parallel tests simultaneously, the total performance time would have arrive down to 30 Fukien. And for 6 parallels, it would be even further trim to 15 minutes & # 8211; a far cry from what was look before. Considering this scenario to be one of the almost basic that are automated, it boggles the head how parallelization of tests can trim valuable minutes and hr from the most cumbersome of test suites. The number of parallels required to optimise test times depends on the undermentioned key factors: For more complex scenario involving a shift in any of these parameters, it is best to use a to understand the act of parallel session required to accomplish test reporting and construct execution time goals. Now that it is discussed when and how to run parallel tests, let us seem at some of its vantage and limitation: Speed: As demonstrated both theoretically and much, consecutive automatize test execution is time-consuming. Parallel tests can speed up the process significantly as the same test is be run against different configurations at the same time. Cost Efficiency: Creating, maintaining, and keep active need time and effort. However, these overheads are hardly a headache in parallel testing, and the mandatory test environment can be leased when ask and updated as per demands. Also, cloud-based test grids allow test performance at high concurrency, reducing the overall cost per test. Optimization of CI/CD Processes: The effectiveness of a CI/CD pipeline is determined by its total run clip. With feedback loops being of the farthest importance in CI/CD, the sooner the team has a solution, the sooner they can apply the fix, refactor, and retell the process. Large test suites can be break up into smaller self-governing jobs and run in latitude to quickly get results, thus improving the performance of the pipeline. Now that we have some inkling of how parallel examination deeds and how it can optimise test execution clip frames let & # 8217; s have a look at certain scenarios where parallel trial execution is idealistic: SUSA automates exploratory testing with persona-driven behavior, catching bugs that scripted automation misses. A common way to do parallel testing is to create a suite of projects to and then a lord project to test the aforementioned set of projects. Upon set up, it is time to create a set of Entry and Exit Criteria. For Entry Criteria, we must delimit those checkboxes that must be ticked off before exam execution begin, for e.g. The outlet stage measure can focus more on: You can start discourse with our discord community TestNG is a Java-based examination framework that helps to organize tests in a structured manner and enhances the maintainability and readability of test scripts. The large feature set of TestNG allows for the easy configuration of parallel tests. The auto-defined XML file in the TestNG framework allows testers to set the parallel attributes to methods/tests/classes by leverage the adjustment for multithreading in Java. This file can help determine the number of yarn desired for. The parallel attribute can be widen to: Whereas the yarn numeration attribute can help delineate the number of threads the tester wishes to create when executing the tests in parallel. The below code snip helps to demonstrate parallel test performance for opening the using two methods. One of the methods execute this action on Google Chrome, whereas the other does so on the Firefox browser. The TestNG XML file below helps to set up the parallel attribute as easily as the thread count for the task. Once we are done with the execution, the TestNG report will look something like this A clear sign of the time savings get from parallelization can be witness below, in the real-time result, where we can see that parallel tryout execution is quicker by almost 1.5 times than serialized examination execution Serialized Test Execution Time Parallel Test Execution Time To know more: can enable exploiter to leverage the power of MBUnit to run tests across various browser, device, and OS shape in analog. For test execution, the steps are as below & # 8211; 1. Clone the mbunit-browserstack repoon GitHub git ringer https: //github.com/browserstack/mbunit-browserstack.git 2. Open MBUnit-BrowserStack.slnin Visual Studio 3.Understand the ROI from mechanization and get buy-in from the stakeholders 4.Now the tryout are ready to run in parallel on BrowserStack using the following elementary steps: 5.Former capabilities can be added under theenvironmentspick as described below: None of the vantage of parallel testing will be of any use; however if we fail to follow good practices- Owing to the need for having access to multiple program and browser to run tests in parallel, the cost of compatibility testing with parallel prove increases. Also, we may get to a point where admittance to all browsers and versions may not be possible. BrowserStack provides access to numerous platforms and browsers with their comparable versions on the cloud. One can run and use multiple browsers and edition. Using BrowserStack ’ s that provides 3500+ real browsers and device get testing Agile with wider reportage. The cloud allows parallel testing and support desegregation with popular CI/CD tools such as Jira, Jenkins, TeamCity, Travis CI, to ensure streamlined. This would help in leveraging Parallel Testing for your CI/CD pipeline. On This Page # Ask-and-Contributeabout this issue with our Discord community. Upload your APK or URL. SUSA explores like 10 real users — finds bugs, accessibility violations, and security issues. No scripts needed. Upload your APK or URL. SUSA explores like 10 real users — finds bugs, accessibility violations, and security issues. No scripts.Related Product
Parallel Testing: The Essential Guide
Overview
What is Parallel Testing?
How does Parallel Testing Work?
Advantages and Limitations of Parallel Testing
Advantages of Parallel Testing
Limitations of Parallel Testing
When to perform Parallel Testing
How to approach Parallel Test Creation
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Parallel Testing using TestNG and Selenium
& lt; suite name= '' Parallel_Testing '' parallel= '' methods '' thread-count= '' 2 '' & gt;
importee org.testng.annotations.AfterClass; import org.testng.annotations.Test; significance org.testng.annotations.Test; import java.util.concurrent.TimeUnit; import org.openqa.selenium.By; importee org.openqa.selenium.WebDriver; import org.openqa.selenium.chrome.ChromeDriver; import org.openqa.selenium.edge.EdgeDriver; import org.openqa.selenium.firefox.FirefoxDriver; import org.openqa.selenium.ie.InternetExplorerDriver; import org.testng.annotations.Test; public class ParallelTestWithMultiThread {WebDriver driver; @ Test () public void testOnChromeWithBrowserStackUrl () {System.setProperty (`` webdriver.chrome.driver '', `` .\\Driver\\chromedriver.exe ''); driver=new ChromeDriver (); driver.manage () .timeouts () .implicitlyWait (10, TimeUnit.SECONDS); driver.get (`` https: //www.browserstack.com/ ''); driver.manage () .window () .maximize (); System.out.println (`` this is the tryout related to chrome browserstack homepage '' + `` `` +Thread.currentThread () .getId ());} @ Test () public void testOnChromeWithBrowserStackSignUp () {System.setProperty (`` webdriver.gecko.driver '', `` .\\Driver\\geckodriver.exe ''); driver=new FirefoxDriver (); driver.manage () .timeouts () .implicitlyWait (10, TimeUnit.SECONDS); driver.get (`` https: //www.browserstack.com/users/sign_up ''); driver.manage () .window () .maximize (); driver.findElement (By.id (`` user_full_name '')) .sendKeys (`` & lt; name & gt; ''); driver.findElement (By.id (`` user_email_login '')) .sendKeys (`` & lt; login email id & gt; ''); driver.findElement (By.id (`` user_password '')) .sendKeys (`` & lt; password & gt; ''); System.out.println (`` this is the test related to chrome browserstack login '' + `` `` +Thread.currentThread () .getId ());} @ AfterClass public void close () {driver.quit ();}}& lt;? xml version= '' 1.0 '' encoding= '' UTF-8 ''? & gt; & lt;! DOCTYPE suite SYSTEM `` https: //testng.org/testng-1.0.dtd '' & gt; & lt; suite name= '' Suite '' parallel= '' methods '' thread-count= '' 2 '' & gt; & lt; test name= '' Test '' & gt; & lt; classes & gt; & lt; class name= '' ParallelTestWithMultiThread '' / & gt; & lt; /classes & gt; & lt; /test & gt; & lt;! -- Test -- & gt; & lt; /suite & gt; & lt;! -- Suite -- & gt;
Running MBUnit tests in Parallel on Browserstack Automate
Configure the certification required and the details of the browsers/devices for parallel testing in theApp.configfile within thembunit-browserstack/MBUnit-BrowserStack/ directory& lt;? xml version= '' 1.0 '' encoding= '' utf-8 ''? & gt; & lt; form & gt; & lt; configSections & gt; & lt; sectionGroup name= '' capabilities '' & gt; & lt; section name= '' parallel '' type= '' System.Configuration.AppSettingsSection, System.Configuration, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a '' / & gt; & lt; /sectionGroup & gt; & lt; sectionGroup name= '' environments '' & gt; & lt; section name= '' chrome '' type= '' System.Configuration.AppSettingsSection, System.Configuration, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a '' / & gt; & lt; subdivision name= '' firefox '' type= '' System.Configuration.AppSettingsSection, System.Configuration, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a '' / & gt; & lt; section name= '' safari '' type= '' System.Configuration.AppSettingsSection, System.Configuration, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a '' / & gt; & lt; subdivision name= '' ie '' type= '' System.Configuration.AppSettingsSection, System.Configuration, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a '' / & gt; & lt; /sectionGroup & gt; & lt; /configSections & gt; & lt; appSettings & gt; & lt; add key= '' user '' value= '' YOUR_USERNAME '' / & gt; & lt; add key= '' key '' value= '' YOUR_ACCESS_KEY '' / & gt; & lt; add key= '' server '' value= '' hub-cloud.browserstack.com '' / & gt; & lt; /appSettings & gt; & lt; capacity & gt; & lt; parallel & gt; & lt; add key= '' browserstack.debug '' value= '' true '' / & gt; & lt; /parallel & gt; & lt; /capabilities & gt; & lt; environments & gt; & lt; chrome & gt; & lt; add key= '' browser '' value= '' chrome '' / & gt; & lt; /chrome & gt; & lt; firefox & gt; & lt; add key= '' browser '' value= '' firefox '' / & gt; & lt; /firefox & gt; & lt; safari & gt; & lt; add key= '' browser '' value= '' safari '' / & gt; & lt; /safari & gt; & lt; ie & gt; & lt; add key= '' browser '' value= '' ie '' / & gt; & lt; /ie & gt; & lt; /environments & gt; & lt; /configuration & gt;
& lt; environment & gt; & lt; chrome & gt; & lt; add key= '' browser '' value= '' chrome '' / & gt; & lt; add key= '' browser_version '' value= '' latest '' / & gt; & lt; add key= '' os '' value= '' Windows '' / & gt; & lt; add key= '' os_version '' value= '' 10 '' / & gt; & lt; /chrome & gt; & lt; /environments & gt;
Best Practices of Parallel Testing
Conclusion
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