The Technology Behind. The World Wide Web. In July 2008, Google announced that they found 1 trillion unique webpages! Billions of new web pages appear each day! About 1 billion Internet users (and growing)!!. The World Wide Web in 2003. Image source: http://www.opte.org/.
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The World Wide Web in 2003.
Image source: http://www.opte.org/
An ordinary Google Search uses 700-1000 machines!
Search through a massive number of webpages – MapReduce
Find which webpages match your query - PageRank
Inside a Microsoft Data Center
Google’s Data Center in The Dalles, Oregon
MapReduce slides adapted from Dan Weld’s slides at U. Washington: http://rakaposhi.eas.asu.edu/cse494/notes/s07-map-reduce.ppt
For each word w in contents, emit (w, “1”)
Sum all “1”s in values list
Emit result “(word, sum)”
see bob throw
see spot run
Google Founders – Larry Page and Sergei Brin
PR(u) is dependent on the PageRank values for each page v out of the set Bu (this set contains all pages linking to page u), divided by the number L(v) of links from page v
Image Source: www.google.com/corporate/tech.html