问题
I'm interested in learning techniques for distributed computing. As a Java developer, I'm probably willing to start with Hadoop. Could you please recommend some books/tutorials/articles to begin with?
回答1:
Maybe you can read some papers related to MapReduce and distributed computing first, to gain a better understanding of it. Here are some I would like to recommand:
MapReduce: Simplified Data Processing on Large Clusters, http://www.usenix.org/events/osdi04/tech/full_papers/dean/dean_html/
Bigtable: A Distributed Storage System for Structured Data, http://www.usenix.org/events/osdi06/tech/chang/chang_html/
Dryad: Distributed data-parallel programs from sequential building blocks, http://pdos.csail.mit.edu/6.824-2007/papers/isard-dryad.pdf
The landscape of parallel computing research: A view from berkeley, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.67.8705&rep=rep1&type=pdf
On the other hand, if you want to know better of Hadoop, maybe you can start reading Hadoop MapReduce framework source code.
回答2:
Currently, bookwise I would check out - Hadoop A Definitive Guide. Its written by Tom White who has worked on Hadoop for a good while now, and works at Cloudera with Doug Cutting (Hadoop creator).
Also on the free side, Jimmy Lin from UMD has written a book called: Data-Intensive Text Processing with MapReduce. Here's a link to the final pre-production verison (link provided by the author on his website).
回答3:
Hadoop is not necessarily the best tool for all distributed computing problems. Despite its power, it also has a pretty steep learning curve and cost of ownership. You might want to clarify your requirements and look for suitable alternatives in the Java world, such as HTCondor, JPPF or GridGain (my apologies to those I do not mention).
回答4:
Here are some resources from Yahoo! Developer Network
a tutorial:
http://developer.yahoo.com/hadoop/tutorial/
an introductory course (requires Siverlight, sigh):
http://yahoo.hosted.panopto.com/CourseCast/Viewer/Default.aspx?id=281cbf37-eed1-4715-b158-0474520014e6
回答5:
The All Things Hadoop Podcast http://allthingshadoop.com/podcast has some good content and good guests. A lot of it is geared to getting started with Distributed Computing.
回答6:
MIT 6.824 is the best stuff. Only reading google papers related to Hadoop is not enough. A systematic course learning is required if you want to go deeper.
回答7:
If you are looking to learn a distributed computing platform that is less complicated than Hadoop you can try Zillabyte. You only need to know some Ruby or Python to build apps on the platform.
As LoLo said, Hadoop is a powerful solution, but can be rough to start with.
For materials to learn about distributed computing try http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-824-distributed-computer-systems-engineering-spring-2006/syllabus/. There are several resources recommended by the course as well.
来源：https://stackoverflow.com/questions/2818567/where-do-i-start-with-distributed-computing