Cloud Computing Applications

开始时间: 04/22/2022 持续时间: 5 weeks

所在平台: CourseraArchive 课程类别: 计算机科学 大学或机构: University of Illinois at Urbana-Champaign（ 伊利诺伊大学厄巴纳 - 香槟分校） 授课老师： Roy H. Campbell

课程主页: https://www.coursera.org/course/cloudapplications

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课程详情

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:

• Baremetal Provisioning
• Neutron Networking
• Identity Service
• Image Service
• Orchestration
• Infrastructure as a Service
• Software as a Service
• Platform as a Service
• Map Reduce
• Big Data
• Analytics
• Privacy and legal issues

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.

课程大纲

This course will be covering the following topics

• Scheduling
• Resource Allocation
• Energy Efficiency
• Security and Monitoring
• Availability and Consistency
• Data Center Networks
• Pricing Model
• Applications
• Extensions of the Cloud Platform

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