The course “HDFS Architecture and Programming” offers a comprehensive understanding of the Hadoop Distributed File System (HDFS) architecture, components, and advanced programming techniques. You will gain practical experience in setting up and configuring Hadoop for Java development, while mastering key concepts such as file and directory CRUD operations, data compression, and serialization. By the end of the course, you will be proficient in using HDFS to handle large-scale data processing, enabling you to build scalable, high-availability solutions.
HDFS Architecture and Programming
您将学到什么
Understand HDFS architecture, components, and how it ensures scalability and availability for big data processing.
Learn to configure Hadoop for Java programming and perform file CRUD operations using HDFS APIs.
Master advanced HDFS programming concepts like compression, serialization, and working with specialized file structures like Sequence and Map files.
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作业
9 项作业
授课语言：英语（English）
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本课程是 Big Data Processing Using Hadoop 专项课程 专项课程的一部分
在注册此课程时，您还会同时注册此专项课程。
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该课程共有4个模块
This course provides a comprehensive understanding of Hadoop Distributed File System (HDFS) architecture and its key components. Students will gain hands-on experience with HDFS, learning how to set up Java programming environments and configure Hadoop. The course covers essential topics such as the HDFS programming model, file and directory CRUD operations, and compression techniques. You will also explore serialization, deserialization, and specialized file structures like Sequence and Map Files. By the end of the course, You will be equipped to leverage HDFS for scalable, highly available big data solutions.
涵盖的内容
2篇阅读材料
In this module, we will cover the working model and architecture behind Hadoop Distributed File System (HDFS) 1.0 and the capabilities and deficiencies of HDFS 1.0 architecture.
涵盖的内容
6个视频4篇阅读材料3个作业
In this module, we will cover HDFS programming concepts, HDFS API, and steps to write an HDFS client program for CRUD (Create, Read, Update and Delete) on files.
涵盖的内容
6个视频5篇阅读材料3个作业
In this module, we will cover HDFS advanced programming concepts, such as CRUD on directories, compression, serialization and deserialization, and file-based data structures like sequence files.
涵盖的内容
6个视频5篇阅读材料3个作业
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