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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クラウドコンピューティング専門講座イリノイ大学アーバナ・シャンペーン校（University of Illinois at Urbana-Champaign）このコースについて
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次における6の1コース
初級レベル
約23時間で修了
英語
字幕：アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, 韓国語, ドイツ語, ロシア語, 英語, スペイン語
習得するスキル
- Distributed Algorithm
- Distributed Computing
- C++
- Cloud Computing
柔軟性のある期限
スケジュールに従って期限をリセットします。
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
次における6の1コース
初級レベル
約23時間で修了
英語
字幕：アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, 韓国語, ドイツ語, ロシア語, 英語, スペイン語
提供：
イリノイ大学アーバナ・シャンペーン校（University of Illinois at Urbana-Champaign）
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.
シラバス - 本コースの学習内容
6時間で修了
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.
6時間で修了
16件のビデオ （合計155分）, 8 学習用教材, 3 個のテスト
3時間で修了
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.
3時間で修了
14件のビデオ （合計122分）, 2 学習用教材, 1 個のテスト
3時間で修了
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.
3時間で修了
10件のビデオ （合計105分）, 2 学習用教材, 1 個のテスト
4時間で修了
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.
4時間で修了
12件のビデオ （合計147分）, 3 学習用教材, 1 個のテスト
レビュー
- 5 stars64.19%
- 4 stars21.56%
- 3 stars6.04%
- 2 stars2.63%
- 1 star5.56%
CLOUD COMPUTING CONCEPTS, PART 1 からの人気レビュー
VTにより2016年8月21日
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!
DMにより2021年12月2日
Excellent primer on distributed systems theory and practice, but the programming assignment was complicated by low quality template code.
ABにより2018年2月5日
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.
SBにより2016年9月6日
Great Course! A little more contents regarding the Programming Assignment would have made it even better. I'd like to thank the entire Team for making this wonderful course. :)
クラウドコンピューティング専門講座について
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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