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.
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云计算 专项课程伊利诺伊大学香槟分校课程信息
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第 1 门课程（共 6 门）
初级
完成时间大约为23 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将获得的技能
- Distributed Algorithm
- Distributed Computing
- C++
- Cloud Computing
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 1 门课程（共 6 门）
初级
完成时间大约为23 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
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伊利诺伊大学香槟分校
The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs.
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完成时间为 6 小时
Week 1: Orientation, Introduction to Clouds, MapReduce
This course is oriented towards learners with similar backgrounds as juniors and seniors in a CS undergraduate curriculum. Since learners come from various backgrounds, it is critical you view this lecture AND pass the prerequisite test. This will ensure you have many of the assumed prerequisite pieces of knowledge required to enjoy this course.
完成时间为 6 小时
16 个视频 （总计 155 分钟）, 8 个阅读材料, 3 个测验
完成时间为 3 小时
Week 2: Gossip, Membership, and Grids
Lesson 1: This module teaches how the multicast problem is solved by using epidemic/gossip protocols. It also teaches analysis of such protocols. Lesson 2: This module covers the design of failure detectors, a key component in any distributed system. Membership protocols, which use failure detectors as components, are also covered. Lesson 3: This module covers Grid computing, an important precursor to cloud computing.
完成时间为 3 小时
14 个视频 （总计 122 分钟）, 2 个阅读材料, 1 个测验
完成时间为 3 小时
Week 3: P2P Systems
P2P systems: This module teaches the detailed design of two classes of peer to peer systems: (a) popular ones including Napster, Gnutella, FastTrack, and BitTorrent; and (b) efficient ones including distributed hash tables (Chord, Pastry, and Kelips). Besides focusing on design, the module also analyzes these systems in detail.
完成时间为 3 小时
10 个视频 （总计 105 分钟）, 2 个阅读材料, 1 个测验
完成时间为 4 小时
Week 4: Key-Value Stores, Time, and Ordering
Lesson 1: This module motivates and teaches the design of key-value/NoSQL storage/database systems. We cover the design of two major industry systems: Apache Cassandra and HBase. We also cover the famous CAP theorem. Lesson 2: Distributed systems are asynchronous, which makes clocks at different machines hard to synchronize. This module first covers various clock synchronization algorithms, and then covers ways of tagging events with causal timestamps that avoid synchronizing clocks. These classical algorithms were invented decades ago, yet are used widely in today’s cloud systems.
完成时间为 4 小时
12 个视频 （总计 147 分钟）, 3 个阅读材料, 1 个测验
审阅
- 5 stars64.24%
- 4 stars21.51%
- 3 stars6.09%
- 2 stars2.65%
- 1 star5.50%
来自CLOUD COMPUTING CONCEPTS, PART 1的热门评论
由 AR 提供Dec 23, 2017
Enjoyed the course. Brought back my ability to program in c++. The programming assignment was sufficiently challenging to achieve that.
由 AB 提供Feb 5, 2018
The course provided a good overview on various topics at sufficient depth. The assignments and quizzes were challenging enough allowing one to understand the concepts in good detail.
由 VT 提供Aug 21, 2016
Very useful course. It built my Cloud Computing basis from scratch. Fisrt course gives me the enthusiasm to start the later ones. A good place for studying and sharing with course mates. Thank you!
由 RA 提供Oct 1, 2020
Course is nice, but one will get tired trying to keep up with so many protocols, algos. Prior experience on any one distributed compute framework or Cassandra would be extremely helpful.
关于 云计算 专项课程
The Cloud Computing Specialization takes you on a tour through cloud computing systems. We start in in the middle layer with Cloud Computing Concepts covering core distributed systems concepts used inside clouds, move to the upper layer of Cloud Applications and finally to the lower layer of Cloud Networking. We conclude with a project that allows you to apply the skills you've learned throughout the courses.
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