Tuesday, July 9, 2013

Big Data for Dummies

- Part I. Big Data. 3 characteristics: volume, velocity, variety
   - technology: MapReduce, BigTable, Hadoop (started at Yahoo)
- Part II. Tech foundations. p. 68. Hypervisor
   - cloud: Amazon (EC2, 2006), Google (Big Data), MS (Azure), Rackspace, NASA (OpenStack).
- Part III. Management
   - CH 7. Relational Database. CRUD, ACID.
                Non-relational Database.
   - CH 8. MapReduce
   - CH 9. Hadoop
- Part IV. Analytics & Big Data
   - p.145. Data Mining: classfication, log regression, NN, clustering (k-means etc).

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