Hadoop: The Definitive Guide - Cdn.oreilly.com
Hadoop: The Definitive Guide - Cdn.oreilly.com
Hadoop: The Definitive Guide - Cdn.oreilly.com
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Data!<br />
CHAPTER 1<br />
Meet <strong>Hadoop</strong><br />
In pioneer days they used oxen for heavy pulling, and when one ox couldn’t budge a log,<br />
they didn’t try to grow a larger ox. We shouldn’t be trying for bigger <strong>com</strong>puters, but for<br />
more systems of <strong>com</strong>puters.<br />
—Grace Hopper<br />
We live in the data age. It’s not easy to measure the total volume of data stored electronically,<br />
but an IDC estimate put the size of the “digital universe” at 0.18 zettabytes<br />
in 2006 and is forecasting a tenfold growth by 2011 to 1.8 zettabytes. 1 A zettabyte is<br />
10 21 bytes, or equivalently one thousand exabytes, one million petabytes, or one billion<br />
terabytes. That’s roughly the same order of magnitude as one disk drive for every person<br />
in the world.<br />
This flood of data is <strong>com</strong>ing from many sources. Consider the following: 2<br />
• <strong>The</strong> New York Stock Exchange generates about one terabyte of new trade data per<br />
day.<br />
• Facebook hosts approximately 10 billion photos, taking up one petabyte of storage.<br />
• Ancestry.<strong>com</strong>, the genealogy site, stores around 2.5 petabytes of data.<br />
• <strong>The</strong> Internet Archive stores around 2 petabytes of data and is growing at a rate of<br />
20 terabytes per month.<br />
• <strong>The</strong> Large Hadron Collider near Geneva, Switzerland, will produce about 15<br />
petabytes of data per year.<br />
1. From Gantz et al., “<strong>The</strong> Diverse and Exploding Digital Universe,” March 2008 (http://www.emc.<strong>com</strong>/<br />
collateral/analyst-reports/diverse-exploding-digital-universe.pdf).<br />
2. http://www.intelligententerprise.<strong>com</strong>/showArticle.jhtml?articleID=207800705, http://mashable.<strong>com</strong>/<br />
2008/10/15/facebook-10-billion-photos/, http://blog.familytreemagazine.<strong>com</strong>/insider/Inside<br />
+Ancestry<strong>com</strong>s+TopSecret+Data+Center.aspx, http://www.archive.org/about/faqs.php, and http://www<br />
.interactions.org/cms/?pid=1027032<br />
1