Packt
Building Modern Distributed Systems with Java
Packt

Building Modern Distributed Systems with Java

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

6 小时 完成
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。
中级 等级

推荐体验

6 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Configure and manage distributed databases such as Apache Cassandra and set up resilient RPC communication.

  • Compare different consensus algorithms, like RAFT, and evaluate the use of service discovery techniques.

  • Assess the performance of distributed systems, focusing on scalability, fault tolerance, and coordination mechanisms.

  • Design and implement a fully functional, scalable distributed system using Java, with features like messaging systems and cluster coordination.

要了解的详细信息

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作业

4 项作业

授课语言:英语(English)

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该课程共有5个模块

In this module, we will explore the fundamental concepts of distributed systems, starting with how computer systems' architecture has evolved over time. We will also cover the unique challenges posed by distributed compounding and introduce a use case that will be central to the course project. Finally, we will guide you through a practical setup for the Tiny-URL project to solidify your learning.

涵盖的内容

4个视频1篇阅读材料

In this module, we will dive into the importance of communication within distributed systems, focusing on message transport and communication patterns. You'll learn about traditional load balancers, service registries, and service meshes that help manage distributed services. We'll also cover idempotent service design to ensure fault tolerance. Finally, you'll get hands-on experience configuring resilient Remote Procedure Calls (RPC) and exploring service discovery technologies.

涵盖的内容

8个视频1个插件

In this module, we will examine the role of distributed databases in modern systems, starting with a comparison between traditional RDBMS systems and NoSQL databases. You'll learn about advanced techniques like data sharding and consistent hashing, along with the implications of the CAP theorem. A brief introduction to Apache Cassandra will set the stage for the hands-on practice, where you'll use Cassandra in the Tiny-URL project to implement a distributed database solution.

涵盖的内容

5个视频1个作业1个插件

In this module, we will explore how cluster-wide coordination is crucial for maintaining consistency in distributed systems. You'll learn about the RAFT consensus algorithm and its implementation, along with a brief introduction to ETCD. Key techniques like leader election and distributed mutexes will be covered, and we'll discuss the deployment requirements for strongly consistent systems. Finally, you'll gain hands-on experience by adding cluster coordination to the Tiny-URL project.

涵盖的内容

8个视频1个插件

In this module, we will explore distributed messaging systems, focusing on asynchronous communication patterns and message-oriented middleware. You'll get an introduction to Apache Kafka and understand how it operates as a distributed system. We'll also cover event-driven architecture and its advantages in distributed systems. In the practice session, you'll gain hands-on experience with distributed messaging systems to enhance the Tiny-URL project.

涵盖的内容

5个视频3个作业

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