Packt
Java Multithreading and Parallel Programming Masterclass

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Packt

Java Multithreading and Parallel Programming Masterclass

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
初级 等级

推荐体验

1 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
初级 等级

推荐体验

1 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Analyze the fundamental building blocks of multithreaded applications to understand their advantages for Java developers.

  • Evaluate the performance impact of multithreading in applications, including OS and hardware implications.

  • Apply multithreading concepts in real-world projects and connect them with widely used frameworks.

要了解的详细信息

可分享的证书

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作业

5 项作业

授课语言:英语(English)

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该课程共有9个模块

In this module, we will introduce you to the course, providing an overview of what you will learn and achieve. We will also share tips on how to make the most out of your learning experience and discuss the prerequisites and code resources needed to follow along effectively.

涵盖的内容

3个视频1篇阅读材料

In this module, we will delve into fundamental concepts of multithreading, including the differences between processes and threads. We'll also explore various execution models and explain Amdahl's Law, providing a solid foundation for understanding multithreading.

涵盖的内容

5个视频

In this module, we will cover the essentials of thread management, from creating threads to managing their priorities and states. You'll learn about handling thread exceptions, working with thread local variables, and addressing race conditions. Additionally, we'll dive into practical applications with a project on parallel text file processing.

涵盖的内容

7个视频1个作业

In this module, we will explore the critical concept of thread synchronization. You'll learn about the synchronized keyword, locks, and various synchronization mechanisms, including semaphores and condition variables. Through practical examples, you'll gain a deep understanding of how to synchronize threads effectively.

涵盖的内容

7个视频1个插件

In this module, we will continue our exploration of thread synchronization with advanced techniques. You'll work on projects involving CountDownLatch, barriers, phasers, and Exchangers. We'll also address deadlocks, the volatile keyword, and culminate with a project simulating a MapReduce job.

涵盖的内容

8个视频

In this module, we will focus on the concept of thread reusability, emphasizing the importance of thread pools. You'll learn to use ThreadPoolExecutor, manage work queues, handle exceptions, and monitor performance. Additionally, we'll explore ForkJoinPools and the best practices for sizing thread pools.

涵盖的内容

10个视频1个作业

In this module, we will introduce you to parallel algorithms, starting with Quick Sort and Binary Search. We'll discuss the efficiency and performance benefits of these parallel implementations. You'll also learn about naive and optimal methods for parallel matrix multiplication.

涵盖的内容

4个视频

In this module, we will tackle some of the most famous multithreading problems. You'll learn about and implement solutions for the Dining Philosophers, Readers-Writers, and Sleeping Barber problems. We'll also discuss the No-Starve Mutex problem, providing practical examples and solutions.

涵盖的内容

4个视频1个插件

In this module, we will apply multithreading concepts to real-world scenarios. You'll learn to monitor JVM performance, run asynchronous workloads with Spring Boot, and use RxJava for building parallel data pipelines. Finally, we'll demonstrate how to unblock UIs with multithreading in JavaFX.

涵盖的内容

6个视频3个作业

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