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Taste Java In The Clouds

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Jacky Chu
Jacky Chu

This document provides an overview of cloud computing, including its evolution, key characteristics, how to develop cloud applications using frameworks like MapReduce and Hadoop, and who might need cloud computing services. It discusses how cloud computing provides on-demand access to computing resources and data from any device, and how developers' key technical concern is services and data accessible over the internet. It also gives examples of major cloud computing providers like Amazon Web Services, Microsoft Azure, and Google App Engine.

Technology
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Taste Java in the Clouds 朱仲傑 Jacky Chu
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Evolution of Computing with the Network
Internet Services around the World
What is Cloud Computing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cloud Computing is … ,[object Object],[object Object],[object Object]
The Key Technical Issue for Developers is …
Cloud vs. Grid Cloud Computing Grid Computing Leading Service Provider Academic Circles Standard No Yes Open Source Partial Fully Hardware PC Heterogeneous Characteristic Small data for each process A large number of repeat process Huge data for once process
Cloud Computing in the World
How to Develop a Cloud Application
MapReduce http://www.gridgainsystems.com/wiki/display/GG15UG/MapReduce+Overview Storage Database
MapReduce Map Reduce Data (Key1, Value) (Key2, Value) … (Key n, Value) (Key1, Value) (Key3, Value) … (Key m, Value) (Key2, Value) (Key3, Value) … (Key n, Value) (Key1, Value) (Key2, Value) (Key3, Value) … (Key m, Value) (Key n, Value)
Hadoop History Doug Cutting
Hadoop Overview HDFS
Map Class ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Key Class ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Value Class ,[object Object],[object Object],[object Object],[object Object]
Reduce Class ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Job Configuration ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Input/Output Format ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Run Job ,[object Object],[object Object]
DEMO
Who needs Cloud Computing ,[object Object],[object Object],[object Object]
The Key is …
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 

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Taste Java In The Clouds