{"id":5580,"date":"2015-06-25T06:30:50","date_gmt":"2015-06-25T14:30:50","guid":{"rendered":"http:\/\/formtek.com\/blog\/?p=5580"},"modified":"2015-06-24T08:22:15","modified_gmt":"2015-06-24T16:22:15","slug":"cloud-based-data-warehouse-snowflake-microsoft-azure-and-amazon-redshift","status":"publish","type":"post","link":"https:\/\/formtek.com\/blog\/cloud-based-data-warehouse-snowflake-microsoft-azure-and-amazon-redshift\/","title":{"rendered":"Cloud-based Data Warehousing: Snowflake, Microsoft Azure and Amazon Redshift"},"content":{"rendered":"<p>Data warehousing traditionally required a company to extract and download huge volumes of data from various business software systems into a central repository for analysis. \u00a0The process to prep the data was slow which meant that the\u00a0analysis was\u00a0always run against data that was already partially stale.<\/p>\n<p>But recently we&#8217;re seeing a new generation of data warehousing, one based on cloud computing. \u00a0This week saw the announcement of <a href=\"http:\/\/www.snowflake.net\/news\/snowflake-redefines-the-data-warehouse-for-the-cloud-era\/\" target=\"_blank\">general availability of Snowflake<\/a>. \u00a0Snowflake is a cloud-based data warehouse running on Amazon AWS. \u00a0The company is led by Microsoft veteran <a href=\"https:\/\/en.wikipedia.org\/wiki\/Bob_Muglia\" target=\"_blank\">Bob Muglia<\/a>. \u00a0Snowflake received $26 million in funding in October 2014 and has received <a href=\"http:\/\/venturebeat.com\/2015\/06\/23\/snowflake-raises-45m-and-makes-its-cloud-data-warehouse-generally-available\/\" target=\"_blank\">another round of $45 million<\/a> this past week.<\/p>\n<p>The Snowflake data warehouse is in direct competition with <a href=\"http:\/\/azure.microsoft.com\/en-us\/campaigns\/sql-data-warehouse\/\" target=\"_blank\">Microsoft&#8217;s Azure SQL Data Warehouse<\/a> and <a href=\"http:\/\/aws.amazon.com\/redshift\/\" target=\"_blank\">Amazon&#8217;s Redshift<\/a> cloud data warehouse.<\/p>\n<p>What&#8217;s unique about Snowflake among the crowd of other recent data-focused startups is that it isn&#8217;t based on Hadoop and it was built from scratch with the cloud in mind.<\/p>\n<p>Features of Snowflake include:<\/p>\n<ul>\n<li>Native support for structured, machine-generated and semi-structured data<\/li>\n<li>Scalability of data, workloads and users for multi-dimensional elasticity<\/li>\n<li>Self tuning of data distribution and storage, and query execution<\/li>\n<li>Security. 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