presentation title goes heredownload.microsoft.com/download/c/f/f/cff0a653-6cd6-4e52-b97… ·...

31
HDInsight-微软Azure云中的 Hadoop大数据解决方案概览 及案例分享 孙巍 资深项目经理 微软亚太研发集团 课程代码DBI-B308

Upload: others

Post on 28-May-2020

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

HDInsight-微软Azure云中的Hadoop大数据解决方案概览及案例分享 孙巍 资深项目经理 微软亚太研发集团

课程代码DBI-B308

Page 2: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Hadoop?

Page 3: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 4: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Apache 开源项目

高扩展性分布式文件系统 (HDFS)

分布式数据处理框架

Page 5: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 6: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Microsoft解决方案

Page 7: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 8: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Hadoop 2.2 and 2.4

80% data compression with ORC

Hadoop

on

Windows

Hive 100x Query Speed Up

30,000+ code line contributions

HDFS in Cloud

(Azure)

10,000+ engineering hours

Committers to Hadoop

Page 9: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 10: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Hadoop 2.0

Page 11: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Data Node Data Node Data Node Data Node

Task Tracker Task Tracker Task Tracker Task Tracker

Name Node

Job Tracker

HMaster Coordination

Region Server Region Server Region Server Region Server

Page 12: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 13: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Stream processin

g

Search and query

Data analytics (Excel)

Web/thick client

dashboards

Devices to take action

RabbitMQ /

ActiveMQ

Page 14: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 15: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 16: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 17: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 18: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 19: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 20: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

HDInsight on Hadoop 2.2 April 2014

HDInsight on Hadoop 1.1.2 Oct 2013

HDInsight on Hadoop 2.4 June 2014

O/S Upgrades

O/S Patching

Page 21: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

$£€¥

Page 22: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 23: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 24: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

Cloud

Page 25: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

案例

Page 26: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 27: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 28: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed

课后提醒

Page 30: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed
Page 31: Presentation title goes heredownload.microsoft.com/download/C/F/F/CFF0A653-6CD6-4E52-B97… · Hadoop 2.2 and 2.4 80% data compression with ORC Hadoop on Windows Hive 100x Query Speed