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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클라우드 컴퓨팅 특화 과정일리노이대학교 어버너-섐페인캠퍼스이 강좌에 대하여
최근 조회 40,601회
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지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
다음 특화 과정의 6개 강좌 중 2번째 강좌:
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영어
자막: 아랍어, 프랑스어, 포르투갈어 (유럽), 이탈리아어, 베트남어, 한국어, 독일어, 러시아어, 영어, 스페인어
귀하가 습득할 기술
- Distributed Computing
- C++
- Cloud Computing
- NoSQL
유연한 마감일
일정에 따라 마감일을 재설정합니다.
공유 가능한 수료증
완료 시 수료증 획득
100% 온라인
지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
다음 특화 과정의 6개 강좌 중 2번째 강좌:
완료하는 데 약 20시간 필요
영어
자막: 아랍어, 프랑스어, 포르투갈어 (유럽), 이탈리아어, 베트남어, 한국어, 독일어, 러시아어, 영어, 스페인어
제공자:
일리노이대학교 어버너-섐페인캠퍼스
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.
강의 계획표 - 이 강좌에서 배울 내용
완료하는 데 5시간 필요
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.
완료하는 데 5시간 필요
11개 동영상 (총 122분), 7 개의 읽기 자료, 2 개의 테스트
완료하는 데 3시간 필요
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.
완료하는 데 3시간 필요
8개 동영상 (총 95분), 2 개의 읽기 자료, 1 개의 테스트
완료하는 데 3시간 필요
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.
완료하는 데 3시간 필요
9개 동영상 (총 110분), 2 개의 읽기 자료, 1 개의 테스트
완료하는 데 3시간 필요
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.
완료하는 데 3시간 필요
6개 동영상 (총 109분), 2 개의 읽기 자료, 1 개의 테스트
검토
- 5 stars68.47%
- 4 stars24.52%
- 3 stars4.14%
- 2 stars0.95%
- 1 star1.91%
CLOUD COMPUTING CONCEPTS: PART 2의 최상위 리뷰
MM 제공2018년 3월 31일
Awesome class for software engineers. If you haven't take it in college, or need a refresher, this is a great way to do so.
RF 제공2017년 11월 9일
I think it is perfect. Excellent theory, excelent teachers, interesting topics well understood and well explained
HG 제공2017년 4월 14일
Just the same as the first course. Medium-hard quizzes and a hard programming assigment that is actually harder to understand than to develop.
Overall a five star course.
AL 제공2020년 1월 30일
Programming assignment is very immature. I've encountered few segfaults (in provided code, not mine). But the rest is good
클라우드 컴퓨팅 특화 과정 정보
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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