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HDFS Architecture and Programming · LearnSpace
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courseraIT и технологии

HDFS Architecture and Programming

Курс от Johns Hopkins University
Средний≈ 14 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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. What sets this course apart is its hands-on approach, where you will work directly with HDFS, writing client programs and applying advanced techniques such as using Sequence and Map Files for specialized data storage. Whether you're new to Hadoop or looking to refine your existing skills, this course equips you with the tools and knowledge to become proficient in HDFS programming, making you a valuable asset in the field of Big Data.

Навыки, которые вы освоите

Data StorageApache HadoopFile SystemsDistributed ComputingJavaData Storage TechnologiesScalabilityBig DataDevelopment EnvironmentData PersistenceData InfrastructureFile I/OFile ManagementJava ProgrammingData ProcessingInfrastructure Architecture

Программа курса

4 модулей · 43 учебных материалов

01Course Introduction2 материалов
Course OverviewЧтениеInstructor Biography: Prof. Karthik ShyamsunderЧтение
02HDFS Architecture13 материалов

Mastering HDFS: Architecture Overview and Hands-On Experience

Introduction - HDFS ArchitectureВидео

Учитесь у экспертов

Karthik Shyamsunder

Преподаватель курса

HDFS Architecture and Programming
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Обучение на Coursera

≈ 14 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Казахский

Часть программы вашего университета
HDFS ArchitectureВидео
HDFS ArchitectureЧтение
Hands-on HDFS ArchitectureВидео
Mastering HDFS: Architecture Overview and Hands-On ExperienceЗадание

Deep Dive into HDFS: Block Size, Replication, and Architectural Capabilities

Block Size, Replication, and Rack AwarenessВидеоBlock Size, Replication, and Rack AwarenessЧтениеHDFS Architectural CapabilitiesВидеоHDFS Architectural CapabilitiesЧтениеSummary - HDFS ArchitectureВидеоDeep Dive into HDFS: Block Size, Replication, and Architectural CapabilitiesЗадание

Module-end Assessments

Self-Reflective Reading: Comparing Hadoop's HDFS and MapR's FileSystemЧтениеHDFS ArchitectureЗадание
03HDFS Programming Basics14 материалов

Getting Started with HDFS Programming: Basics, C API, and Configuration

Introduction - HDFS Programming BasicsВидеоHDFS C API OverviewВидеоHDFS C API OverviewЧтениеHadoop Configuration API and Dev Env SetupВидеоHadoop Configuration API and Dev Env SetupЧтениеGetting Started with HDFS Programming: Basics, C API, and ConfigurationЗадание

HDFS Programming Essentials: Java API, File CRUD Operations, and Summary

HDFS Java API OverviewВидеоHDFS Java API OverviewЧтениеFile CRUDВидеоFile CRUDЧтениеSummary - HDFS Programming BasicsВидеоHDFS Programming Essentials: Java API, File CRUD Operations, and SummaryЗадание

Module-end Assessments

Self-Reflective Reading: Design Reflection: Error Handling in File DeletionЧтениеHDFS Programming BasicsЗадание
04HDFS Programming Advanced14 материалов

Advanced HDFS Programming: Directory CRUD and File Compression/Decompression

Introduction - HDFS Advanced ProgrammingВидеоDirectory CRUDВидеоDirectory CRUDЧтениеFile Compression DecompressionВидеоFile Compression DecompressionЧтениеAdvanced HDFS Programming: Directory CRUD and File Compression/DecompressionЗадание

Advanced HDFS Programming: Serialization, File-Based Data Structures, and Summary

Serialization DeserializationВидеоSerialization DeserializationЧтениеFile-Based Data StructuresВидеоFile-Based Data StructuresЧтениеSummary - HDFS Advanced ProgrammingВидеоAdvanced HDFS Programming: Serialization, File-Based Data Structures, and SummaryЗадание

Module-end Assessments

Self-Reflective Reading: Hadoop's Serialization DecisionЧтениеHDFS Programming AdvancedЗадание