Cloud Computing Concepts: Part 2

开始时间: 03/16/2015 持续时间: 5 weeks

所在平台: Coursera

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: Indranil Gupta

   

课程主页: https://www.coursera.org/course/cloudcomputing2

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课程详情

Cloud computing systems today, whether open-source or used inside companies, are built using a common set of core techniques, algorithms, and design philosophies—all centered around distributed systems. Learn about such fundamental distributed computing "concepts" for cloud computing.

Some of these concepts include:

  • Clouds, MapReduce, key-value stores
  • Classical precursors
  • Widely-used algorithms
  • Classical algorithms
  • Scalability
  • Trending areas
  • And more!

You will also watch interviews with leading managers and researchers, from both industry and academia.

Understand how these techniques work inside today’s most widely-used cloud computing systems. Get your hands dirty using these concepts with provided homework exercises. In the optional programming track, implement some of these concepts in template assignments provided in C++ programming language.

课程大纲

This course will be broken up into 5 weekly modules covering the following topics:

Week 1: Leader Election, Mutual Exclusion

Week 2: Concurrency Control, Replication Control

Week 3: Stream Processing, Graph Processing, Structure of Networks, Scheduling

Week 4: Distributed File Systems, Distributed Shared Memory, Sensor Networks

Week 5: Security, Datacenter Outage Studies, Wrap-up

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想学 cloud computing

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课程简介

Learn core distributed computing concepts that underlie today’s and tomorrow’s cloud computing systems.

课程标签

云计算 分布式 云计算概念 云计算系统

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