开始时间: 08/24/2015 持续时间: 5 weeks
授课老师： Roy H. Campbell
Learn of Cloudonomics, the underlying economic reasons that we are creating the Cloud. Learn the basic concepts underlying Cloud Services and be able to use services like AWS or OpenStack Dashboard to construct Cloud services or applications. Demonstrate your ability to create web services, massively parallel data intensive computations using Map/Reduce, NoSQL databases, real-time processing of real-time data streams, and the use of machine learning tools to solve simple problems.
This course serves as an introduction to building applications for Cloud Computing based on emerging OpenStack and other platforms. The course includes concepts of:
The course will also include example problems and solutions to cloud computing, including hands on laboratory experiments (Load Balancing and Web Services, MapReduce, Hive, Storm, and Mahout). Case studies will be drawn from Yahoo, Google, Twitter, Facebook, data mining, analytics and machine learning.
This course will be covering the following topics