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Big data

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Big data

  1. 1. Terabytes (10E12) Click Stream Mobile Volume Petabytes (10E15) Internet of things Wikis / Blogs Sensors / RFID / Devices Social Sentiment Exabytes (10E18) Audio / Video WEB 2.0 Advertising eCommerce ERP / CRM Log Files Collaboration Spatial & GPS Coordinates Digital Marketing Data Market Feeds Payables Search Marketing Payroll Deal Tracking Web Logs Inventory Gigabytes (10E9) Contacts Sales Pipeline Recommendations eGov Feeds Weather Text/Image Velocity - Variety - variability ERP / CRM 1980 190,000$ Storage/GB 1990 9,000$ WEB 2.0 Internet of things 2000 15$ 2010 0.07$
  2. 2. Big Data, BIG OPPORTUNITY Billions $ Software Growth 5 0 1.8 2.5 3.4 4.6 2012 2013 2014 2015 34% compound annual growth rate 49% CEOs and CIOs are planning big data projects Billions $ Services Growth 10 5 0 2.7 3.9 5.1 6.5 2012 2013 2014 2015 1. McKinsey&Company, McKinsey Global Survey Results, Minding Your Digital Business, 2012 2. IDC Market Analysis, Worldwide Big Data Technology and Services 2012–2015 Forecast , 2012 39% compound annual growth rate
  3. 3. Distributed Processing (MapReduce) Distributed Storage (HDFS) ODBC Query (Hive) Legend Red = Core Hadoop Blue = Data processing Purple = Microsoft integration points and value adds Orange = Data Movement Green = Packages
  4. 4. HDFS API Name Node Azure Blob Storage de Front Front end Frontend end Data Node Data Node … DFS (1 Data Node per Worker Role) and Compute Cluster Partition Layer Stream Layer Azure Storage (ASV)
  5. 5. Hive, Pig, Mahout, Cascading, Scalding, Scoobi, P egasus… C#, F# Map/Reduce, LINQ to Hive, .NET management clients JavaScript Map/Reduce, Browser hosted console, Node.js management clients PowerShell, Cross Platform CLI tools

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