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Understanding the Java Virtual Machine (JVM): Internals and Optimization
Introduction
Briefly introduce the JVM and its role in running Java applications.
Highlight why understanding JVM internals is crucial for developers.
Mention key aspects like performance, memory management, and optimizations.
1. JVM Architecture: An Overview
Explain how JVM acts as an abstraction layer between Java code and the underlying hardware.
Key components:
Class Loader: Loads bytecode into memory.
Runtime Memory Areas: Heap, Stack, Method Area, etc.
Execution Engine: Converts bytecode into native code.
Garbage Collector (GC): Manages memory automatically.
2. JVM Memory Management
Heap vs. Stack Memory: What each is used for.
Method Area & Runtime Constant Pool: Storage for metadata and constants.
Garbage Collection (GC) Mechanisms:
Serial, Parallel, CMS, G1, and ZGC collectors.
When and how GC runs.
Tuning GC for performance (using JVM options like -XX:+UseG1GC).
3. Just-In-Time (JIT) Compilation
How JIT compiles frequently used bytecode into native machine code for performance.
Difference between:
Interpreter Mode (slower execution but quick startup).
JIT Compilation (optimizes hot code paths).
JVM optimizations like:
Method Inlining
Loop Unrolling
Escape Analysis
4. JVM Optimization Techniques
Tuning JVM with Command-line Flags
-Xms and -Xmx for memory allocation.
-XX:+PrintGCDetails for monitoring GC.
Profiling and Monitoring Tools
JVisualVM, JConsole, Java Flight Recorder.
Code-level Optimizations
Reducing object creation to avoid excessive GC.
Using efficient data structures (ArrayList vs. LinkedList).
Avoiding memory leaks (proper use of WeakReferences, ThreadLocal).
5. JVM Performance Best Practices
Selecting the right GC algorithm for different workloads.
Analyzing JVM logs to detect performance bottlenecks.
Using Ahead-of-Time (AOT) Compilation (like GraalVM) for even faster execution.
Conclusion
Summarize key takeaways: JVM architecture, memory management, JIT compilation, and optimizations.
Emphasize the importance of tuning JVM settings for different applications.
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How to Build REST APIs with Java and Spring Boot
How to Build REST APIs with Java and Spring Boot
Spring Boot is one of the most popular frameworks for building RESTful APIs in Java. It simplifies the development process by providing pre-configured settings, embedded servers, and minimal boilerplate code. Below is a structured guide to help you build REST APIs using Java and Spring Boot.
1. Set Up Your Spring Boot Project
You can set up a Spring Boot project using Spring Initializr:
Select Spring Boot Version (latest stable version)
Choose Project: Maven or Gradle
Select Language: Java
Add Dependencies:
Spring Web (for REST APIs)
Spring Boot DevTools (for development convenience)
Lombok (for reducing boilerplate code)
Spring Data JPA (if using a database)
H2/MySQL/PostgreSQL (database choice)
Download the project, extract it, and open it in your preferred IDE (IntelliJ IDEA, Eclipse, or VS Code).
2. Create the Main Application Class
The entry point of a Spring Boot application is the @SpringBootApplication-annotated class.javapackage com.example.restapi;import org.springframework.boot.SpringApplication; import org.springframework.boot.autoconfigure.SpringBootApplication;@SpringBootApplication public class RestApiApplication { public static void main(String[] args) { SpringApplication.run(RestApiApplication.class, args); } }
3. Create a Model Class
The model represents the data structure.java package com.example.restapi.model;import lombok.AllArgsConstructor; import lombok.Data; import lombok.NoArgsConstructor;@Data @AllArgsConstructor @NoArgsConstructor public class Employee { private Long id; private String name; private String department; }
4. Create a REST Controller
Spring Boot uses the @RestController annotation to create API endpoints.package com.example.restapi.controller;import com.example.restapi.model.Employee; import org.springframework.web.bind.annotation.*;import java.util.ArrayList; import java.util.List;@RestController @RequestMapping("/employees") public class EmployeeController { private List<Employee> employees = new ArrayList<>(); @GetMapping public List<Employee> getAllEmployees() { return employees; } @PostMapping public Employee addEmployee(@RequestBody Employee employee) { employees.add(employee); return employee; } @GetMapping("/{id}") public Employee getEmployeeById(@PathVariable Long id) { return employees.stream() .filter(emp -> emp.getId().equals(id)) .findFirst() .orElse(null); } @DeleteMapping("/{id}") public String deleteEmployee(@PathVariable Long id) { employees.removeIf(emp -> emp.getId().equals(id)); return "Employee removed."; } }
5. Run and Test the API
Start the application by running the RestApiApplication.java class. You can test the API using Postman or cURL.
GET all employees: GET http://localhost:8080/employees
POST a new employee: POST http://localhost:8080/employees
Request Body (JSON):
json
{ "id": 1, "name": "John Doe", "department": "IT" }
GET employee by ID: GET http://localhost:8080/employees/1
DELETE an employee: DELETE http://localhost:8080/employees/1
6. Enhancements
To make the API more robust:
Use a database with JPA and Hibernate
Implement error handling using @ExceptionHandler
Add validation with @Valid
Secure the API with Spring Security and JWT
Document the API with Swagger
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Level Up Your Selenium Skills: Must-Learn Tools for Test Automation
Selenium is a powerful framework for automating web applications, but its true potential shines when combined with other tools and technologies. To excel in test automation, mastering these complementary tools is essential. Here is a complete guide to the tools you should learn for Selenium automation.
Embracing Selenium’s capabilities becomes even more accessible and impactful with Selenium Training in Chennai.
Selenium WebDriver: The Core Framework
At the heart of Selenium automation lies Selenium WebDriver, the essential tool for automating browser interactions. It enables testers to perform actions like clicking buttons, filling out forms, and navigating web pages. Selenium WebDriver supports multiple browsers and platforms, making it an indispensable tool for web testing. Mastering WebDriver involves learning how to write efficient scripts, manage locators, handle dynamic elements, and implement waits to ensure stability in your tests.
Programming Languages: The Building Blocks
Selenium supports multiple programming languages, and choosing the right one depends on your preference or project requirements. Java is the most popular choice due to its extensive community support and libraries. Python stands out for its simplicity and readability, making it ideal for beginners. C# is commonly used in Microsoft-based projects, while JavaScript is perfect for modern web applications. Proficiency in a programming language allows you to write more robust scripts and integrate Selenium with other tools and frameworks seamlessly.
Testing Frameworks: Structuring Your Tests
Testing frameworks play a vital role in organizing, executing, and reporting test cases. For Java-based projects, TestNG and JUnit are the most widely used frameworks, offering features like grouping, prioritization, and detailed reporting. PyTest is a flexible and powerful framework for Python automation. Learning a testing framework helps you structure your tests better and makes them more maintainable.
Version Control Systems: Managing Your Code
Version control systems like Git are essential for managing code changes and collaborating with team members. Platforms such as GitHub or GitLab enable teams to store repositories, track code history, and work together efficiently. Learning version control is crucial for maintaining consistency in test scripts, especially in collaborative environments.
Build Tools: Simplifying Dependencies
Build tools like Maven and Gradle automate dependency management and project configurations. They streamline project setup and ensure consistent builds across different environments. For Selenium projects, these tools simplify the process of adding libraries and managing updates, saving significant time and effort. To unlock the full potential of Selenium and master the art of web automation, consider enrolling in the Top Selenium Online Training.
Continuous Integration and Delivery Tools
Continuous Integration/Continuous Delivery (CI/CD) tools integrate automated testing into the development pipeline, enabling faster and more reliable software releases. Jenkins, CircleCI, GitLab CI, and Azure DevOps are popular CI/CD tools that help automate the execution of Selenium tests. Learning these tools involves setting up pipelines, configuring test triggers, and generating automated reports.
Selenium Grid: Scaling Your Tests
Selenium Grid allows you to run tests across multiple browsers, devices, and operating systems simultaneously. It is invaluable for parallel execution and cross-browser testing, significantly reducing test execution time. Mastering Selenium Grid includes understanding how to set up and manage a grid infrastructure.
API Testing Tools: Beyond UI Testing
Integrating Selenium with API testing tools like REST Assured ensures comprehensive end-to-end testing. While Selenium handles front-end automation, API tools validate the backend functionality, offering a complete testing solution. Learning API testing alongside Selenium adds significant value to your skillset.
Reporting Tools: Presenting Test Results
Reporting tools are essential for communicating test outcomes clearly. Popular tools like Allure and ExtentReports generate visually appealing and informative reports. These tools simplify understanding test results and make it easier to share insights with stakeholders.
Cloud Testing Platforms: Simplifying Infrastructure
Cloud testing platforms like BrowserStack, Sauce Labs, and LambdaTest provide the capability to run tests on various browser and device combinations without the need for local infrastructure. These platforms are particularly useful for cross-browser testing and ensuring compatibility across different environments. Learning to leverage cloud testing platforms helps in scaling your test automation efforts efficiently.
Debugging and Monitoring Tools
Debugging is an essential skill in automation. Tools like Chrome DevTools for browser debugging and logging libraries such as Log4j for Java or Python’s logging module help identify and resolve issues in test scripts. Effective debugging ensures smoother test execution and faster issue resolution.
Containerization with Docker
Docker is an invaluable tool for creating consistent test environments. It allows you to run tests in isolated containers, ensuring that they behave identically across different systems. Learning Docker is particularly useful for teams adopting DevOps practices.
Project Management and Collaboration Tools
Effective project management is crucial for successful automation projects. Tools like Jira and Trello help track test cases, manage bugs, and organize tasks, ensuring seamless collaboration within teams. Familiarizing yourself with these tools enhances your ability to contribute to large-scale projects.
Soft Skills: The Hidden Essentials
Beyond technical skills, strong documentation, communication, and teamwork abilities are essential for a successful career in test automation. Writing clear test cases, documenting processes, and collaborating effectively with team members ensure the smooth execution of projects.
Conclusion
Mastering these tools alongside Selenium will not only enhance your testing capabilities but also make you a valuable asset in any automation team. Start with the basics, like Selenium WebDriver and a programming language, and gradually explore advanced tools like Docker, CI/CD platforms, and cloud testing solutions. With dedication and continuous learning, you can become an expert in Selenium automation and thrive in your career.
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What is a selenium course?
A Selenium course is a training program designed to teach individuals how to use Selenium, an open-source automation tool used primarily for testing web applications. Selenium is widely used in the software testing industry for automating web browsers, allowing testers to simulate user actions like clicking buttons, filling forms, navigating pages, and verifying outcomes.
What You Learn in a Selenium Course:
Introduction to Selenium:
What is Selenium? Overview of Selenium and its components.
Selenium WebDriver: The core component used for interacting with web browsers.
Selenium Grid: Used for parallel testing across different browsers and machines.
Setting Up Selenium:
Environment Setup: Installing and configuring Java, Eclipse/IDE, and Selenium WebDriver.
Browser Drivers: How to set up drivers for Chrome, Firefox, and other browsers.
Basic Web Automation:
Locators: Identifying elements on a web page using ID, name, class, XPath, CSS Selectors, etc.
Actions: Performing actions like click, type, select, drag and drop, etc.
Handling Web Elements: Interacting with text boxes, buttons, checkboxes, radio buttons, dropdowns, etc.
Advanced Web Automation:
Synchronization: Managing waits (implicit and explicit waits) to handle timing issues in web applications.
Handling Pop-ups and Alerts: Automating the handling of browser alerts, pop-ups, and iframes.
File Upload/Download: Automating the process of uploading and downloading files during tests.
Test Frameworks:
TestNG/JUnit: Integrating Selenium with TestNG or JUnit to create test suites, manage test execution, and generate reports.
Data-Driven Testing: Using Excel, CSV, or databases to drive test data.
Page Object Model (POM): Designing test scripts using POM for better code maintenance and reusability.
Selenium Grid:
Parallel Testing: Running tests on multiple browsers and operating systems simultaneously.
Distributed Testing: Setting up and using Selenium Grid for distributed test execution.
Advanced Topics:
Behavior-Driven Development (BDD): Integrating Selenium with Cucumber or other BDD frameworks.
Continuous Integration: Integrating Selenium tests with CI/CD tools like Jenkins for automated build and deployment.
Best Practices:
Writing Maintainable Code: Best practices for writing clean, maintainable, and scalable test scripts.
Debugging: Techniques for debugging and troubleshooting Selenium scripts.
Handling Edge Cases: Writing robust tests that handle edge cases and unexpected scenarios.
Project Work:
Hands-on Projects: Practical exercises and projects to automate real-world web applications.
Real-time Scenarios: Working on real-time testing scenarios to solidify learning.
Interview Preparation:
Common Questions: Preparing for common interview questions related to Selenium and test automation.
Mock Interviews: Practice sessions to build confidence and improve interviewing skills.
Who Should Take a Selenium Course?
Manual Testers: Those looking to transition from manual to automated testing.
Test Managers: Test managers who want to understand the capabilities and potential of automation tools.
Anyone Interested in Automation: Anyone looking to start a career in test automation.
Benefits of Taking a Selenium Course:
Career Advancement: Acquiring Selenium skills can open up job opportunities in automation testing.
Efficiency: Learning to automate repetitive tasks can save time and reduce manual testing errors.
Industry Demand: Selenium is one of the most popular automation tools, widely used in the industry.
In summary, a Selenium course equips you with the skills needed to automate web application testing, making it an essential tool for software testers and developers in the modern software development lifecycle.
Selenium course in chennai
java full stack course in chennai
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Discuss how Java handles memory and what developers should know about it.
Java handles memory management through a robust system that automatically handles most tasks related to memory allocation and deallocation, with some key areas developers should be aware of:
Heap and Stack Memory:
Heap Memory: This is where objects, arrays, and instances of classes are stored.
It is managed by the Garbage Collector (GC), which automatically reclaims memory occupied by objects that are no longer in use.
Stack Memory:
Used for storing method calls, local variables, and control flow information.
Each thread in a Java program has its own stack.
Stack memory is automatically freed once a method execution is completed.
2. Garbage Collection:
Java relies on an automatic garbage collection mechanism that removes unreachable objects from memory to prevent memory leaks. The Garbage Collector works in the background, freeing up heap space without direct intervention from the developer.
However, developers should be aware that improper management of object references can lead to memory leaks, even with garbage collection in place.
Types of Collectors:
Java provides several garbage collection strategies such as Serial GC, Parallel GC, and G1 GC.
Developers should choose an appropriate garbage collection method depending on the application’s requirements.
3. Memory Leaks:
Memory leaks occur when objects are no longer needed but are still referenced, preventing the garbage collector from reclaiming the memory.
Java’s memory management helps to reduce such risks, but developers must be mindful of resource management.
For example, large objects, such as connections or buffers, should be properly closed after use.
4. Direct Memory Access:
While Java generally manages memory through its garbage collector, developers can also use Direct Memory (via java.nio package) to allocate memory outside the Java heap, typically for performance-sensitive applications like high-performance computing or I/O operations.
Direct memory is not subject to garbage collection, so it requires manual management.
5. Memory Management in Multi-threading:
When working with multiple threads, Java provides thread-local memory via the Thread Stack to ensure each thread’s local variables don’t interfere with others.
However, sharing data between threads requires synchronization, as improper access to shared memory can cause issues like race conditions or deadlocks.
6. Out of Memory Errors:
Developers should be aware of potential out-of-memory errors when the Java heap space is insufficient for the application’s needs.
This can be managed through JVM options (-Xmx for max heap size, -Xms for initial heap size) to optimize memory allocation.
7. Tuning JVM Memory:
Developers can tune the JVM memory settings to improve performance and prevent issues such as excessive garbage collection.
Adjusting the heap size, choosing an appropriate garbage collector, and profiling memory usage can help in resource-constrained environments.
In summary, understanding how Java handles memory is crucial for optimizing performance, preventing memory leaks, and making efficient use of system resources.
Developers should be aware of Java’s memory management mechanisms like heap/stack memory, garbage collection, and manual memory management when working with direct memory or multi-threading.
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What is a selenium course?
A Selenium course is a training program designed to teach individuals how to use Selenium, an open-source automation tool used primarily for testing web applications. Selenium is widely used in the software testing industry for automating web browsers, allowing testers to simulate user actions like clicking buttons, filling forms, navigating pages, and verifying outcomes.
What You Learn in a Selenium Course:
Introduction to Selenium:
What is Selenium? Overview of Selenium and its components.
Selenium WebDriver: The core component used for interacting with web browsers.
Selenium Grid: Used for parallel testing across different browsers and machines.
Setting Up Selenium:
Environment Setup: Installing and configuring Java, Eclipse/IDE, and Selenium WebDriver.
Browser Drivers: How to set up drivers for Chrome, Firefox, and other browsers.
Basic Web Automation:
Locators: Identifying elements on a web page using ID, name, class, XPath, CSS Selectors, etc.
Actions: Performing actions like click, type, select, drag and drop, etc.
Handling Web Elements: Interacting with text boxes, buttons, checkboxes, radio buttons, dropdowns, etc.
Advanced Web Automation:
Synchronization: Managing waits (implicit and explicit waits) to handle timing issues in web applications.
Handling Pop-ups and Alerts: Automating the handling of browser alerts, pop-ups, and iframes.
File Upload/Download: Automating the process of uploading and downloading files during tests.
Test Frameworks:
TestNG/JUnit: Integrating Selenium with TestNG or JUnit to create test suites, manage test execution, and generate reports.
Data-Driven Testing: Using Excel, CSV, or databases to drive test data.
Page Object Model (POM): Designing test scripts using POM for better code maintenance and reusability.
Selenium Grid:
Parallel Testing: Running tests on multiple browsers and operating systems simultaneously.
Distributed Testing: Setting up and using Selenium Grid for distributed test execution.
Advanced Topics:
Behavior-Driven Development (BDD): Integrating Selenium with Cucumber or other BDD frameworks.
Continuous Integration: Integrating Selenium tests with CI/CD tools like Jenkins for automated build and deployment.
Best Practices:
Writing Maintainable Code: Best practices for writing clean, maintainable, and scalable test scripts.
Debugging: Techniques for debugging and troubleshooting Selenium scripts.
Handling Edge Cases: Writing robust tests that handle edge cases and unexpected scenarios.
Project Work:
Hands-on Projects: Practical exercises and projects to automate real-world web applications.
Real-time Scenarios: Working on real-time testing scenarios to solidify learning.
Interview Preparation:
Common Questions: Preparing for common interview questions related to Selenium and test automation.
Mock Interviews: Practice sessions to build confidence and improve interviewing skills.
Who Should Take a Selenium Course?
Manual Testers: Those looking to transition from manual to automated testing.
Test Managers: Test managers who want to understand the capabilities and potential of automation tools.
Anyone Interested in Automation: Anyone looking to start a career in test automation.
Benefits of Taking a Selenium Course:
Career Advancement: Acquiring Selenium skills can open up job opportunities in automation testing.
Efficiency: Learning to automate repetitive tasks can save time and reduce manual testing errors.
Industry Demand: Selenium is one of the most popular automation tools, widely used in the industry.
In summary, a Selenium course equips you with the skills needed to automate web application testing, making it an essential tool for software testers and developers in the modern software development lifecycle.
Selenium course in chennai
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Exploring Selenium and Tips to Learn It Efficiently
Selenium is a cornerstone in the world of software testing, renowned for its ability to automate web browsers. Its open-source nature and extensive capabilities make it a favorite among developers and testers aiming to enhance their web application testing processes.
Embracing Selenium’s capabilities becomes even more accessible and impactful with Selenium Training in Chennai.
This blog delves into what Selenium is, its key components, and provides a structured guide to mastering it easily.
Understanding Selenium
Selenium is an open-source framework designed to automate web browser interactions. It allows the creation of test scripts in multiple programming languages, including Java, C#, Python, and Ruby, which can be used to test web applications. Selenium is highly versatile, supporting various browsers (Chrome, Firefox, Safari, etc.) and operating systems (Windows, Mac, Linux), making it ideal for cross-browser testing.
Selenium is comprised of several key tools:
Selenium WebDriver: The core component that directly interacts with web browsers, enabling the creation of reliable and comprehensive automated test scripts.
Selenium IDE: An integrated development environment that simplifies test creation through its record-and-playback feature, allowing users to record their interactions with the browser and play them back as automated tests.
Selenium Grid: A tool designed to run tests concurrently on different machines and browsers, enhancing the speed and efficiency of the testing process.
How to Learn Selenium Efficiently
Learning Selenium can be straightforward if approached methodically. Here are the steps to guide you:
Grasp Basic Programming Concepts:
Before starting with Selenium, it's essential to have a fundamental understanding of programming languages. Java and Python are the most commonly used languages with Selenium. Get familiar with the basics of one of these languages.
Learn HTML and CSS:
Since Selenium interacts with web elements defined by HTML and CSS, having a good grasp of these technologies is crucial. Understand how to locate web elements using attributes like ID, class, and name.
Begin with Selenium IDE:
Selenium IDE is an excellent starting point for beginners. It allows you to record and playback tests without writing code, helping you understand how Selenium automates web interactions.
To unlock the full potential of Selenium and master the art of web automation, consider enrolling in the Top Selenium Online Training.
Progress to Selenium WebDriver:
Once comfortable with Selenium IDE, move on to Selenium WebDriver. Start by writing simple scripts to automate basic tasks such as opening a browser, navigating to a website, and interacting with web elements.
Utilize Documentation and Online Tutorials:
The official Selenium documentation is a valuable resource. Additionally, there are plenty of tutorials and courses on platforms like YouTube, Udemy, and Coursera that can help you learn.
Practice with Real Projects:
Practical experience is key. Create your own test scripts for various web applications. Start with simple tests and gradually tackle more complex scenarios.
Join the Selenium Community:
Engage with the Selenium community through forums, discussion groups, and social media. Websites like Stack Overflow are great for finding answers to specific questions and learning from the experiences of others.
Integrate with Testing Frameworks:
Learn how to use Selenium with testing frameworks like JUnit, TestNG (for Java), or PyTest (for Python). These frameworks offer additional features such as test reporting and parallel test execution.
Explore Advanced Features:
After mastering the basics, delve into advanced features like Selenium Grid for distributed testing and using continuous integration tools like Jenkins to automate your tests in a CI/CD pipeline.
Following these steps and consistently practicing will help you become proficient in Selenium, enabling you to effectively automate your web testing.
Conclusion
Selenium’s flexibility and powerful capabilities make it an essential tool in software testing. Whether you’re a beginner or an experienced tester, mastering Selenium can greatly improve your web testing efficiency. By adopting a structured learning approach and utilizing available resources, you can quickly become adept at using Selenium to automate and optimize your testing processes.
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Understanding Java Memory Management and Garbage Collection
Understanding Java Memory Management and Garbage Collection Java is known for its automatic memory management, which simplifies development by handling memory allocation and deallocation.
Understanding Java Memory Management and Garbage Collection (GC) is crucial for writing efficient and optimized Java applications.
Java Memory Model:
Heap and Stack Java memory is divided into different regions, primarily the Heap and Stack, managed by the Java Virtual Machine (JVM). Heap Memory (Used for Objects) Stores dynamically allocated objects and class instances. Managed by Java’s Garbage Collector (GC).
Further divided into: Young Generation (Eden, Survivor Spaces) → New objects. Old Generation (Tenured) → Long-lived objects.
Metaspace (JDK 8+) → Stores class metadata.
Stack Memory (Used for Method Execution)
Stores method-local variables and function calls.
Uses Last-In-First-Out (LIFO) structure.
Automatically cleared when methods return.
2. Java Garbage Collection (GC)
Overview Garbage Collection (GC) is the process of automatically reclaiming memory occupied by unreachable objects to prevent memory leaks.
Key GC Processes:
Mark — Identifies objects still in use.
Sweep — Deletes unreferenced objects.
Compact — Optimizes memory by defragmenting.
Types of Garbage Collectors in Java
Garbage Collector Description Best Use Case
Serial GC Simple, single-threaded Small applications Parallel GC Multi-threaded, improves throughput General-purpose workloads G1 (Garbage-First) GC Low-pause, region-based collection Large applications ZGC (Z Garbage Collector) Ultra-low latency, scalable Real-time systems Shenandoah GC Concurrent, low-pause GC Large-memory applications
3. Best Practices for Efficient Memory Management
🔹 Use Efficient Data Structures — Avoid unnecessary object creation.
🔹 Explicitly Nullify Large Objects — Help GC reclaim memory faster.
🔹 Avoid Memory Leaks — Watch out for static references and improper resource handling.
🔹 Tune GC Settings — Adjust JVM flags (-XX:+UseG1GC, -Xms, -Xmx) based on application needs.
🔹 Use Profiling Tools — Monitor memory with tools like JVisualVM, JProfiler, and Eclipse MAT.
Conclusion
Understanding Java memory management and garbage collection is essential for optimizing performance, preventing memory leaks, and ensuring application stability.
Choosing the right Garbage Collector and following best practices can significantly improve an application’s efficiency.
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