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Traditional Hadoop deployments have presented a number of issues in the past. They have largely been implemented on a dedicated infrastructure with no integration or connection to any other applications. Besides being unnecessarily complicated, this also adds data center and capital costs and causes delays that diminish the benefits of the analytics effort as a whole.
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