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Hadoop操作手册 英文PDF|Epub|txt|kindle电子书版本网盘下载

Hadoop操作手册 英文
  • ERICSAMMER著 著
  • 出版社: 南京:东南大学出版社
  • ISBN:9787564142582
  • 出版时间:2013
  • 标注页数:283页
  • 文件大小:65MB
  • 文件页数:295页
  • 主题词:数据处理软件-技术手册-英文

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图书目录

1.Introduction1

2.HDFS7

Goals and Motivation7

Design8

Daemons9

Reading and Writing Data11

The Read Path12

The Write Path13

Managing Filesystem Metadata14

Namenode High Availability16

Namenode Federation18

Access and Integration20

Command-Line Tools20

FUSE23

REST Support23

3.MapReduce25

The Stages of MapReduce26

Introducing Hadoop MapReduce33

Daemons34

When It All Goes Wrong36

YARN37

4.Planning a Hadoop Cluster41

Picking a Distribution and Version of Hadoop41

Apache Hadoop41

Cloudera's Distribution Including Apache Hadoop42

Versions and Features42

What Should I Use?44

Hardware Selection45

Master Hardware Selection46

Worker Hardware Selection48

Cluster Sizing50

Blades,SANs,and Virtualization52

Operating System Selection and Preparation54

Deployment Layout54

Software56

Hostnames,DNS,and Identification57

Users,Groups,and Privileges60

Kernel Tuning62

vm.swappiness62

vm.overcommit_memory62

Disk Configuration63

Choosing a Filesystem64

Mount Options66

Network Design66

Network Usage in Hadoop:A Review67

1 Gb versus 10 GbNetworks69

Typical Network Topologies69

5.Installation and Configuration75

Installing Hadoop75

Apache Hadoop76

CDH80

Configuration:An Overview84

The Hadoop XML Configuration Files87

Environment Variables and Shell Scripts88

Logging Configuration90

HDFS93

Identification and Location93

Optimization and Tuning95

Formatting the Namenode99

Creating a /tmp Directory100

Namenode High Availability100

Fencing Options102

Basic Configuration104

Automatic Failover Configuration105

Format and Bootstrap the Namenodes108

Namenode Federation113

MapReduce120

Identification and Location120

Optimization and Tuning122

Rack Topology130

Security133

6.Identity,Authentication,and Authorization135

Identity137

Kerberos and Hadoop137

Kerberos:A Refresher138

Kerberos Support in Hadoop140

Authorization153

HDFS153

MapReduce155

Other Tools and Systems159

Tying It Together164

7.ResourceManagement167

What Is Resource Management?167

HDFS Quotas168

MapReduce Schedulers170

The FIFO Scheduler171

The Fair Scheduler173

The Capacity Scheduler185

The Future193

8.Cluster Maintenance195

Managing Hadoop Processes195

Starting and Stopping Processes with I? Scripts195

Starting and Stopping Processes Manually196

HDFS Maintenance Tasks196

Adding a Datanode196

Decommissioning a Datanode197

Checking Filesystem Integrity with fsck198

Balancing HDFS Block Data202

Dealing with a Failed Disk204

MapReduce Maintenance Tasks205

Adding a Tasktracker205

Decommissioning a Tasktracker206

Killing a MapReduce Job206

Killing a MapReduce Task207

Dealing with a Blacklisted Tasktracker207

9.Troubleshooting209

Differential Diagnosis Applied to Systems209

Common Failures and Problems211

Humans(You)211

Misconfiguration212

Hardware Failure213

Resource Exhaustion213

Host Identification and Naming214

Network Partitions214

"Is the Computer Plugged In?"215

E-SPORE215

Treatment and Care217

War Stories220

A Mystery Bottleneck221

There's No Place Like 127.0.0.1224

10.Monitoring229

An Overview229

Hadoop Metrics230

Apache Hadoop 0.20.0 and CDH3(metrics 1)231

Apache Hadoop 0.20.203 and Later,and CDH4(metrics 2)237

What about SNMP?239

Health Monitoring239

Host-Level Checks240

All Hadoop Processes242

HDFS Checks244

MapReduce Checks246

11.Backupand Recovery249

Data Backup249

Distributed Copy(distcp)250

Parallel Data Ingestion252

Namenode Metadata254

Appendix:Deprecated Configuration Properties257

Index267

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