{"id":2978,"date":"2012-05-16T07:00:06","date_gmt":"2012-05-16T15:00:06","guid":{"rendered":"http:\/\/www.formtek.com\/blog\/?p=2978"},"modified":"2012-05-16T07:00:06","modified_gmt":"2012-05-16T15:00:06","slug":"storage-architecting-an-hadoop-storage-platform-for-unstructured-data","status":"publish","type":"post","link":"https:\/\/formtek.com\/blog\/storage-architecting-an-hadoop-storage-platform-for-unstructured-data\/","title":{"rendered":"Storage: Architecting an Hadoop Storage Platform for Unstructured Data"},"content":{"rendered":"<p>The convergence of massive amounts of cheap storage, fast processors, and software algorithms like <a title=\"Wikipedia on Mapreduce\" href=\"http:\/\/en.wikipedia.org\/wiki\/MapReduce\" target=\"_blank\">MapReduce <\/a>are fueling the growth of Big Data technoogy. \u00a0MapReduce is a computing framework that can distribute the processing of a problem described by very large datasets across many computers. \u00a0<a title=\"Wikipedia on MapReduce\" href=\"http:\/\/en.wikipedia.org\/wiki\/Apache_Hadoop\" target=\"_blank\">Hadoop <\/a>is an implementation of the MapReduce Algorithm that combines components of the <a title=\"Wikipedia on the Google File System\" href=\"http:\/\/en.wikipedia.org\/wiki\/Google_File_System\" target=\"_blank\">Google File System<\/a> (GFS) Hadoop&#8217;s and makes the software available via the free Apache license.<\/p>\n<p>Hadoop has spawned a a major part of the Big Data industry. \u00a0A recent CRN article reviews 11 new up-and-coming startups that have built their business plans around Hadoop. \u00a0Hadoop has primarily been viewed as a tool to help in the computing and crunching of massive amounts of data to derive information and analytics.<\/p>\n<p><a title=\"Frank Ohlhorst bio\" href=\"http:\/\/www.linkedin.com\/in\/fohlhorst\" target=\"_blank\">Frank Ohlhorst<\/a>,\u00a0Senior Technology Editor at Ziff Davis Enterprise, <a title=\"Frank Ohlhorst on Hadoop as a storage platform\" href=\"http:\/\/www.infoworld.com\/print\/191220\" target=\"_blank\">points out<\/a> that while Hadoop is an enabler of massive data crunching projects, it also can be viewed as an <em>unstructured data storage platform<\/em>. \u00a0Ohlhost wrote that \u00a0&#8220;Hadoop solves the most common problem associated with big data: efficiently storing and accessing large amounts of data. \u00a0The intrinsic design of Hadoop allows it to run as a platform that is able to work across a large number of machines that don&#8217;t share any memory or disks. With that in mind, it becomes easy to see how Hadoop offers additional value &#8212; network managers can simply buy a number of commodity servers, place them in a rack, and run the Hadoop software on each one.&#8221;<\/p>\n<p>Hadoop brings new capabilities that standard centralized storage platforms can&#8217;t offer, like &#8220;fault-tolerant clustered architecture and the capability to move computing power closer to the data and perform parallel and\/or batch processing of large data sets. 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