Tutorial系列Table of Contents
Hadoop Basics and architecture
入门Understand Hadoop basic concepts, 发展history, corecomponent and architecturedesign, MasterHadoop working principles and Application Scenarios.
View DetailsHadoop Environment Setup
入门Learn how to set up Hadoop standalone and cluster environments, includingInstall, configuration, 启动 and managementHadoopcluster.
View DetailsHDFS Deep dive into
in级Deep dive into HDFS architecture, store principles, data read/write processes, 块management and namespacemanagement, MasterHDFS management commands.
View DetailsMapReduce programming
in级Learn the MapReduce programming model, master MapReduce job writing, submitting, monitor and optimization, throughcaseLearnMapReduce practicalapplications.
View DetailsYARN resourcemanagement
in级Understand YARN architecture and working principles, MasterYARN resource scheduling策略, jobmanagement and monitor, LearnYARN configuration and optimization.
View DetailsHive data warehouse
in级LearnHive basicconcepts, architecture and working principles, MasterHiveQL语法, 表design, partition and 分桶, 以及Hive optimizationtechniques.
View DetailsHBase distributedDatabase
in级LearnHBase architecture, datamodel and working principles, MasterHBase CRUDoperation, 表design, partition策略 and performanceoptimization.
View DetailsHadoop advanced features
advancedLearnHadoop advanced features, includinghigh availability, 联邦, security mechanisms, snapshot, 配额management and clustermanagementtool.
View DetailsHadoop performanceoptimization
advancedMasterHadoopperformance optimization methods and techniques, includingHDFSoptimization, MapReduceoptimization, YARNoptimization and cluster整体optimization策略.
View DetailsHadoop 实践project
advancedThrough practical projects, comprehensively applying learned knowledge, solving real big data processing problems, includingdata采集, store, processing and analysis 完整流程.
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