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2コース
約20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 Computing
- C++
- Cloud Computing
- NoSQL
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2コース
約20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
5時間で修了
Week 1: Course Orientation and Classical Distributed Algorithms Continued
Lesson 1: To coordinate machines in a distributed system, this module first looks at classical algorithms for electing a leader, including the Ring algorithm and Bully algorithm. We also cover how Google’s Chubby and Apache Zookeeper solve leader election. Lesson 2: This module covers solutions to the problem of mutual exclusion, which is important for correctness in distributed systems with shared resources. We cover classical algorithms, including Ricart-Agrawala’s algorithm and Maekawa’s algorithm. We also cover Google’s Chubby support for mutual exclusion.
5時間で修了
11件のビデオ （合計122分）, 7 学習用教材, 2 個のテスト
3時間で修了
Week 2: Concurrency and Replication Control
Lesson 1: Transactions are an important component of many cloud systems today. This module presents building blocks to ensure transactions work as intended, from Remote Procedure Calls (RPCs), to serial equivalence for transactions, to optimistic and pessimistic approaches to concurrency control, to deadlock avoidance/prevention. Lesson 2: This module covers how replication – maintaining copies of the same data at different locations – is used to provide many nines of availability in distributed systems, as well as different techniques for replication and for ensuring transactions commit correctly in spite of replication.
3時間で修了
8件のビデオ （合計95分）, 2 学習用教材, 1 個のテスト
3時間で修了
Week 3: Emerging Paradigms
Lesson 1: We study the emerging area of stream processing, touching on key design aspects of Apache Storm. Lesson 2: We study how enormous graphs can be processed in clouds. Lesson 3: We study various types of networks/graphs that are both natural and artificial, and their surprising commonalities. Lesson 4: This module presents classical scheduling algorithms that have been used in operating systems since the inception of computers. We then cover two popular scheduling algorithms for Hadoop.
3時間で修了
9件のビデオ （合計110分）, 2 学習用教材, 1 個のテスト
3時間で修了
Week 4: Classical Systems
Lesson 1: When files and directories are stored/accessed over the network, it is called a distributed file system. This module covers the working of distributed file systems like NFS and AFS. Lesson 2: This module covers Distributed Shared Memory systems, their techniques, and pros/cons. Lesson 3: This module looks at the area of sensor networks, starting from what’s inside a sensor mote and how networks of them work.
3時間で修了
6件のビデオ （合計109分）, 2 学習用教材, 1 個のテスト
レビュー
- 5 stars68.28%
- 4 stars24.59%
- 3 stars4.20%
- 2 stars0.97%
- 1 star1.94%
CLOUD COMPUTING CONCEPTS: PART 2 からの人気レビュー
SBにより2016年10月16日
Excellent Course! I found both the Cloud Computing Concepts highly informative and relevant for the course objective.
GGにより2019年6月1日
The course gives an advanced overview of the distributed system. The programming assignment was hard to crack but there was a lot of learning involved.
AQにより2018年6月30日
It was an awesome experience to learn and explore key areas of distributed systems in clud computing concepts
RFにより2017年11月9日
I think it is perfect. Excellent theory, excelent teachers, interesting topics well understood and well explained
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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